diff --git a/LabRab3.py b/LabRab3.py new file mode 100644 index 0000000..101c13a --- /dev/null +++ b/LabRab3.py @@ -0,0 +1,50 @@ +import pandas as pd +from matplotlib import pyplot as plt +from sklearn.model_selection import train_test_split +from sklearn.metrics import roc_curve, mean_squared_error, mean_absolute_error +from sklearn.metrics import auc +from sklearn.tree import DecisionTreeRegressor, DecisionTreeClassifier + +df = pd.read_csv("processed_titanic.csv") + +X = df[['PassengerId']] +y = df['Age'] + +X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.4, random_state=42) + +dt_regressor = DecisionTreeRegressor(max_depth=5,min_samples_split=10,min_samples_leaf=5,random_state=42) + +dt_regressor.fit(X_train, y_train) + +y_pred = dt_regressor.predict(X_test) + +mse = mean_squared_error(y_test, y_pred) +mae = mean_absolute_error(y_test, y_pred) + +print("MSE: ", mse) +print("MAE: ", mae) + +X1 = df[['PassengerId']] +y1 = df['VIP'] + +X1_train, X1_test, y1_train, y1_test = train_test_split(X1, y1, test_size=0.4, random_state=42) + +dt_classifier = DecisionTreeClassifier(max_depth=6,min_samples_split=10,min_samples_leaf=5,random_state=42) + +dt_classifier.fit(X1_train, y1_train) + +y1_proba = dt_classifier.predict_proba(X1_test) + +fpr, tpr, thresholds = roc_curve(y1_test, y1_proba[:, 1]) +roc_auc = auc(fpr, tpr) + +plt.figure(figsize=(8, 6)) +plt.plot(fpr, tpr, marker='o') +plt.plot([0, 1], [0, 1], color='navy', lw=2, linestyle='--') +plt.xlim([0.0, 1]) +plt.ylim([0.0, 1]) +plt.xlabel('FPR') +plt.ylabel('TPR') +plt.title('ROC Curve') +plt.grid(True) +plt.show() \ No newline at end of file diff --git a/processed_titanic.csv b/processed_titanic.csv index a9ea683..5234c67 100644 --- a/processed_titanic.csv +++ b/processed_titanic.csv @@ -37,7 +37,7 @@ PassengerId,Age,VIP,Transported 0031_03,0.25316455696202533,False,True 0034_01,0.35443037974683544,False,True 0035_01,0.2911392405063291,False,False -0036_01,0.18987341772151897,0.023439340400471142,False +0036_01,0.18987341772151897,False,False 0038_01,0.25316455696202533,False,False 0039_01,0.37974683544303794,False,False 0041_01,0.21518987341772153,False,True @@ -101,7 +101,7 @@ PassengerId,Age,VIP,Transported 0107_01,0.26582278481012656,False,False 0108_01,0.2911392405063291,False,False 0108_02,0.3924050632911392,False,False -0108_03,0.0,0.023439340400471142,True +0108_03,0.0,False,True 0110_01,0.4050632911392405,False,False 0110_02,0.5063291139240507,False,False 0110_03,0.5316455696202531,False,True @@ -144,7 +144,7 @@ PassengerId,Age,VIP,Transported 0163_02,0.21518987341772153,False,True 0164_01,0.7215189873417721,False,True 0164_02,0.21518987341772153,False,False -0165_01,0.4430379746835443,0.023439340400471142,True +0165_01,0.4430379746835443,False,True 0167_01,0.16455696202531644,False,True 0167_02,0.34177215189873417,False,False 0169_01,0.3924050632911392,False,False @@ -227,7 +227,7 @@ PassengerId,Age,VIP,Transported 0242_01,0.22784810126582278,False,False 0243_01,0.26582278481012656,False,False 0244_01,0.5443037974683544,False,True -0244_02,0.17721518987341772,0.023439340400471142,True +0244_02,0.17721518987341772,False,True 0245_01,0.5822784810126582,False,True 0245_02,0.4177215189873418,False,False 0246_01,0.26582278481012656,False,False @@ -565,7 +565,7 @@ PassengerId,Age,VIP,Transported 0589_01,0.2911392405063291,False,False 0590_01,0.6075949367088608,False,False 0591_01,0.24050632911392406,False,False -0593_01,0.34177215189873417,0.023439340400471142,False +0593_01,0.34177215189873417,False,False 0594_01,0.11392405063291139,False,False 0594_02,0.3037974683544304,False,False 0596_01,0.5822784810126582,False,True @@ -581,7 +581,7 @@ PassengerId,Age,VIP,Transported 0602_02,0.31645569620253167,False,False 0602_03,0.26582278481012656,False,True 0603_01,0.26582278481012656,False,False -0607_01,0.46835443037974683,0.023439340400471142,False +0607_01,0.46835443037974683,False,False 0607_02,0.5569620253164557,False,False 0607_03,0.5443037974683544,False,False 0608_01,0.08860759493670886,False,True @@ -595,7 +595,7 @@ PassengerId,Age,VIP,Transported 0615_03,0.0379746835443038,False,True 0618_01,0.26582278481012656,False,True 0618_02,0.26582278481012656,False,False -0619_01,0.49367088607594933,0.023439340400471142,True +0619_01,0.49367088607594933,False,True 0619_02,0.5443037974683544,False,True 0623_01,0.27848101265822783,False,True 0628_01,0.5569620253164557,False,True @@ -645,10 +645,10 @@ PassengerId,Age,VIP,Transported 0674_01,0.5822784810126582,False,False 0677_01,0.18987341772151897,False,False 0678_01,0.46835443037974683,False,False -0679_01,0.25316455696202533,0.023439340400471142,False +0679_01,0.25316455696202533,False,False 0680_01,0.569620253164557,False,False 0680_02,0.08860759493670886,False,False -0680_03,0.06329113924050633,0.023439340400471142,False +0680_03,0.06329113924050633,False,False 0682_01,0.4810126582278481,False,True 0683_01,0.37974683544303794,False,False 0684_01,0.34177215189873417,False,True @@ -677,7 +677,7 @@ PassengerId,Age,VIP,Transported 0705_01,0.5443037974683544,False,True 0707_01,0.5569620253164557,False,True 0709_01,0.31645569620253167,False,True -0709_02,0.31645569620253167,0.023439340400471142,True +0709_02,0.31645569620253167,False,True 0709_03,0.2911392405063291,False,True 0710_01,0.2911392405063291,False,False 0712_01,0.25316455696202533,False,False @@ -779,7 +779,7 @@ PassengerId,Age,VIP,Transported 0816_01,0.3037974683544304,False,False 0817_01,0.25316455696202533,False,False 0818_01,0.8987341772151899,True,True -0819_01,0.2911392405063291,0.023439340400471142,True +0819_01,0.2911392405063291,False,True 0820_01,0.18987341772151897,False,True 0820_02,0.22784810126582278,False,False 0822_01,0.24050632911392406,False,True @@ -831,15 +831,15 @@ PassengerId,Age,VIP,Transported 0885_01,0.3924050632911392,False,False 0885_02,0.6582278481012658,False,True 0889_01,0.6075949367088608,False,False -0889_02,0.34177215189873417,0.023439340400471142,True +0889_02,0.34177215189873417,False,True 0890_01,0.20253164556962025,False,False 0893_01,0.4050632911392405,False,True -0898_01,0.31645569620253167,0.023439340400471142,False +0898_01,0.31645569620253167,False,False 0899_01,0.3291139240506329,False,True 0899_02,0.5569620253164557,False,False 0901_01,0.4050632911392405,False,True 0902_01,0.22784810126582278,False,True -0903_01,0.2911392405063291,0.023439340400471142,False +0903_01,0.2911392405063291,False,False 0904_01,0.5569620253164557,False,False 0905_01,0.3670886075949367,False,False 0906_01,0.24050632911392406,False,True @@ -849,7 +849,7 @@ PassengerId,Age,VIP,Transported 0911_01,0.4050632911392405,True,False 0911_02,0.9367088607594937,False,True 0912_01,0.3924050632911392,False,True -0913_01,0.4810126582278481,0.023439340400471142,False +0913_01,0.4810126582278481,False,False 0915_01,0.25316455696202533,False,False 0918_01,0.3037974683544304,False,False 0919_01,0.3291139240506329,False,False @@ -923,7 +923,7 @@ PassengerId,Age,VIP,Transported 0988_02,0.45569620253164556,False,True 0989_01,0.0759493670886076,False,False 0990_01,0.3291139240506329,False,False -0991_01,0.34177215189873417,0.023439340400471142,False +0991_01,0.34177215189873417,False,False 0992_01,0.620253164556962,False,True 0992_02,0.3670886075949367,False,False 0992_03,0.5822784810126582,False,True @@ -941,7 +941,7 @@ PassengerId,Age,VIP,Transported 1002_01,0.0379746835443038,False,True 1002_02,0.5316455696202531,False,False 1002_03,0.012658227848101266,False,True -1004_01,0.7088607594936709,0.023439340400471142,True +1004_01,0.7088607594936709,False,True 1005_01,0.25316455696202533,False,False 1006_01,0.26582278481012656,False,False 1006_02,0.06329113924050633,False,True @@ -953,12 +953,12 @@ PassengerId,Age,VIP,Transported 1012_01,0.24050632911392406,False,True 1013_01,0.3670886075949367,False,False 1014_01,0.24050632911392406,False,True -1015_01,0.5569620253164557,0.023439340400471142,False +1015_01,0.5569620253164557,False,False 1017_01,0.25316455696202533,False,False 1018_01,0.22784810126582278,False,True 1019_01,0.45569620253164556,False,True 1020_01,0.31645569620253167,False,True -1022_01,0.18987341772151897,0.023439340400471142,False +1022_01,0.18987341772151897,False,False 1024_01,0.22784810126582278,False,False 1024_02,0.0,False,True 1024_03,0.6835443037974683,False,False @@ -1000,7 +1000,7 @@ PassengerId,Age,VIP,Transported 1062_01,0.3291139240506329,False,False 1063_01,0.4810126582278481,False,True 1063_02,0.18987341772151897,False,True -1065_01,0.34177215189873417,0.023439340400471142,True +1065_01,0.34177215189873417,False,True 1066_01,0.4430379746835443,False,True 1068_01,0.4810126582278481,False,False 1071_01,0.4430379746835443,False,False @@ -1016,7 +1016,7 @@ PassengerId,Age,VIP,Transported 1083_02,0.2911392405063291,False,True 1083_03,0.22784810126582278,False,True 1084_01,0.3924050632911392,False,False -1085_01,0.6835443037974683,0.023439340400471142,False +1085_01,0.6835443037974683,False,False 1086_01,0.0,False,True 1086_02,0.13924050632911392,False,False 1086_03,0.05063291139240506,False,False @@ -1027,7 +1027,7 @@ PassengerId,Age,VIP,Transported 1089_02,0.3291139240506329,False,False 1091_01,0.4430379746835443,False,True 1093_01,0.2911392405063291,False,True -1094_01,0.7594936708860759,0.023439340400471142,False +1094_01,0.7594936708860759,False,False 1095_01,0.43037974683544306,False,True 1096_01,0.34177215189873417,False,False 1097_01,0.5316455696202531,False,True @@ -1051,7 +1051,7 @@ PassengerId,Age,VIP,Transported 1116_02,0.45569620253164556,False,True 1116_03,0.3291139240506329,False,True 1117_01,0.22784810126582278,False,False -1121_01,0.6962025316455696,0.023439340400471142,True +1121_01,0.6962025316455696,False,True 1123_01,0.35443037974683544,False,False 1127_01,0.22784810126582278,False,True 1129_01,0.35443037974683544,False,False @@ -1069,7 +1069,7 @@ PassengerId,Age,VIP,Transported 1144_01,0.1518987341772152,False,True 1144_02,0.4430379746835443,False,False 1144_03,0.6962025316455696,False,False -1146_01,0.3291139240506329,0.023439340400471142,False +1146_01,0.3291139240506329,False,False 1147_01,0.620253164556962,False,True 1148_01,0.27848101265822783,False,True 1148_02,0.34177215189873417,False,False @@ -1083,7 +1083,7 @@ PassengerId,Age,VIP,Transported 1149_03,0.0379746835443038,False,False 1149_04,0.0,False,False 1149_05,0.12658227848101267,False,False -1150_01,0.20253164556962025,0.023439340400471142,False +1150_01,0.20253164556962025,False,False 1152_01,0.5189873417721519,False,False 1153_01,0.22784810126582278,False,True 1154_01,0.31645569620253167,False,True @@ -1106,7 +1106,7 @@ PassengerId,Age,VIP,Transported 1168_01,0.20253164556962025,False,False 1169_01,0.5063291139240507,False,False 1170_01,0.2911392405063291,False,False -1173_01,0.3037974683544304,0.023439340400471142,True +1173_01,0.3037974683544304,False,True 1174_01,0.45569620253164556,False,True 1175_01,0.43037974683544306,False,True 1177_01,0.7468354430379747,False,True @@ -1115,10 +1115,10 @@ PassengerId,Age,VIP,Transported 1180_01,0.24050632911392406,False,False 1182_01,0.810126582278481,False,True 1182_02,0.3037974683544304,False,True -1182_03,0.2911392405063291,0.023439340400471142,True +1182_03,0.2911392405063291,False,True 1185_01,0.37974683544303794,False,False 1186_01,0.0,False,True -1186_02,0.10126582278481013,0.023439340400471142,False +1186_02,0.10126582278481013,False,False 1186_03,0.012658227848101266,False,False 1186_04,0.6075949367088608,False,True 1186_05,0.1518987341772152,False,False @@ -1133,12 +1133,12 @@ PassengerId,Age,VIP,Transported 1193_02,0.31645569620253167,False,True 1195_01,0.35443037974683544,False,True 1197_01,0.4050632911392405,True,False -1198_01,0.35443037974683544,0.023439340400471142,True +1198_01,0.35443037974683544,False,True 1199_01,0.20253164556962025,False,False 1203_01,0.6329113924050633,True,False 1206_01,0.25316455696202533,False,False 1208_01,0.2911392405063291,False,False -1210_01,0.569620253164557,0.023439340400471142,True +1210_01,0.569620253164557,False,True 1210_02,0.2911392405063291,False,False 1211_01,0.6708860759493671,False,False 1211_02,0.10126582278481013,False,False @@ -1191,7 +1191,7 @@ PassengerId,Age,VIP,Transported 1261_01,0.5443037974683544,False,False 1263_01,0.31645569620253167,False,False 1264_01,0.6455696202531646,False,False -1267_01,0.43037974683544306,0.023439340400471142,True +1267_01,0.43037974683544306,False,True 1269_01,0.26582278481012656,False,False 1271_01,0.26582278481012656,False,False 1273_01,0.2911392405063291,False,False @@ -1200,7 +1200,7 @@ PassengerId,Age,VIP,Transported 1279_01,0.3924050632911392,False,True 1280_01,0.5569620253164557,False,True 1281_01,0.17721518987341772,False,False -1282_01,0.22784810126582278,0.023439340400471142,False +1282_01,0.22784810126582278,False,False 1283_01,0.24050632911392406,False,False 1284_01,0.34177215189873417,False,True 1285_01,0.45569620253164556,False,False @@ -1382,7 +1382,7 @@ PassengerId,Age,VIP,Transported 1452_03,0.43037974683544306,False,False 1452_04,0.4177215189873418,False,False 1452_05,0.5569620253164557,False,True -1453_01,0.20253164556962025,0.023439340400471142,False +1453_01,0.20253164556962025,False,False 1453_02,0.7974683544303798,False,True 1454_01,0.46835443037974683,False,False 1455_01,0.3670886075949367,False,True @@ -1430,7 +1430,7 @@ PassengerId,Age,VIP,Transported 1507_02,0.17721518987341772,False,False 1507_03,0.9873417721518987,False,False 1507_04,0.26582278481012656,False,False -1509_01,0.4050632911392405,0.023439340400471142,False +1509_01,0.4050632911392405,False,False 1510_01,0.3924050632911392,False,False 1511_01,0.5063291139240507,False,True 1511_02,0.16455696202531644,False,True @@ -1463,7 +1463,7 @@ PassengerId,Age,VIP,Transported 1544_01,0.26582278481012656,False,False 1545_01,0.25316455696202533,False,True 1547_01,0.26582278481012656,False,False -1548_01,0.6455696202531646,0.023439340400471142,True +1548_01,0.6455696202531646,False,True 1548_02,0.22784810126582278,False,True 1550_01,0.3291139240506329,False,False 1550_02,0.6708860759493671,True,False @@ -1480,7 +1480,7 @@ PassengerId,Age,VIP,Transported 1568_01,0.27848101265822783,False,False 1568_02,0.22784810126582278,False,True 1569_01,0.31645569620253167,False,True -1572_01,0.3291139240506329,0.023439340400471142,False +1572_01,0.3291139240506329,False,False 1572_02,0.31645569620253167,False,False 1573_01,0.6962025316455696,False,False 1576_01,0.35443037974683544,False,False @@ -1598,7 +1598,7 @@ PassengerId,Age,VIP,Transported 1694_01,0.3924050632911392,False,True 1695_01,0.3291139240506329,False,False 1696_01,0.5443037974683544,False,False -1697_01,0.2911392405063291,0.023439340400471142,False +1697_01,0.2911392405063291,False,False 1698_01,0.17721518987341772,False,True 1699_01,0.5949367088607594,False,True 1700_01,0.21518987341772153,False,True @@ -1626,7 +1626,7 @@ PassengerId,Age,VIP,Transported 1718_01,0.25316455696202533,False,True 1719_01,0.16455696202531644,False,False 1721_01,0.18987341772151897,False,False -1723_01,0.18987341772151897,0.023439340400471142,False +1723_01,0.18987341772151897,False,False 1724_01,0.7468354430379747,False,True 1725_01,0.3037974683544304,False,False 1727_01,0.34177215189873417,False,True @@ -1680,16 +1680,16 @@ PassengerId,Age,VIP,Transported 1779_01,0.46835443037974683,False,True 1781_01,0.35443037974683544,False,True 1782_01,0.35443037974683544,False,False -1782_02,0.5063291139240507,0.023439340400471142,False +1782_02,0.5063291139240507,False,False 1783_01,0.5316455696202531,False,False 1783_02,0.26582278481012656,False,False 1785_01,0.3924050632911392,False,False 1786_01,0.6455696202531646,False,False 1792_01,0.9240506329113924,False,False -1796_01,0.3291139240506329,0.023439340400471142,True +1796_01,0.3291139240506329,False,True 1797_01,0.4177215189873418,False,True 1798_01,0.49367088607594933,False,False -1799_01,0.24050632911392406,0.023439340400471142,False +1799_01,0.24050632911392406,False,False 1800_01,0.1518987341772152,False,True 1800_02,0.12658227848101267,False,False 1800_03,0.0,False,False @@ -1704,7 +1704,7 @@ PassengerId,Age,VIP,Transported 1808_01,0.4177215189873418,False,False 1810_01,0.7088607594936709,False,False 1811_01,0.31645569620253167,False,True -1811_02,0.34177215189873417,0.023439340400471142,False +1811_02,0.34177215189873417,False,False 1812_01,0.31645569620253167,False,True 1813_01,0.22784810126582278,False,False 1816_01,0.7594936708860759,True,True @@ -1751,7 +1751,7 @@ PassengerId,Age,VIP,Transported 1861_02,0.7721518987341772,False,False 1863_01,0.7341772151898734,False,True 1864_01,0.3291139240506329,False,False -1865_01,0.05063291139240506,0.023439340400471142,False +1865_01,0.05063291139240506,False,False 1865_02,0.012658227848101266,False,False 1865_03,0.10126582278481013,False,True 1865_04,0.08860759493670886,False,False @@ -1759,7 +1759,7 @@ PassengerId,Age,VIP,Transported 1865_06,0.0759493670886076,False,False 1866_01,0.3670886075949367,False,False 1868_01,0.810126582278481,False,True -1871_01,0.3924050632911392,0.023439340400471142,True +1871_01,0.3924050632911392,False,True 1872_01,0.31645569620253167,False,False 1873_01,0.37974683544303794,False,True 1874_01,0.0,False,False @@ -1826,7 +1826,7 @@ PassengerId,Age,VIP,Transported 1952_01,0.2911392405063291,False,False 1953_01,0.7341772151898734,False,False 1956_01,0.46835443037974683,False,False -1956_02,0.5569620253164557,0.023439340400471142,True +1956_02,0.5569620253164557,False,True 1957_01,0.31645569620253167,False,False 1959_01,0.18987341772151897,False,True 1959_02,0.5063291139240507,False,False @@ -1839,7 +1839,7 @@ PassengerId,Age,VIP,Transported 1962_03,0.0,False,True 1963_01,0.5443037974683544,False,False 1964_01,0.7974683544303798,False,False -1967_01,0.37974683544303794,0.023439340400471142,True +1967_01,0.37974683544303794,False,True 1968_01,0.4810126582278481,False,True 1969_01,0.34177215189873417,False,True 1971_01,0.6835443037974683,False,False @@ -1864,7 +1864,7 @@ PassengerId,Age,VIP,Transported 1984_01,0.46835443037974683,False,True 1985_01,0.24050632911392406,False,True 1988_01,0.5569620253164557,False,False -1991_01,0.27848101265822783,0.023439340400471142,False +1991_01,0.27848101265822783,False,False 1991_02,0.27848101265822783,False,True 1992_01,0.26582278481012656,False,True 1993_01,0.3924050632911392,False,False @@ -1875,7 +1875,7 @@ PassengerId,Age,VIP,Transported 1999_01,0.6962025316455696,False,False 2000_01,0.35443037974683544,False,True 2001_01,0.4177215189873418,False,False -2003_01,0.24050632911392406,0.023439340400471142,False +2003_01,0.24050632911392406,False,False 2006_01,0.3037974683544304,False,False 2006_02,0.05063291139240506,False,False 2006_03,0.02531645569620253,False,False @@ -1907,7 +1907,7 @@ PassengerId,Age,VIP,Transported 2041_01,0.810126582278481,False,True 2042_01,0.6329113924050633,False,False 2043_01,0.3037974683544304,False,True -2044_01,0.34177215189873417,0.023439340400471142,True +2044_01,0.34177215189873417,False,True 2045_01,0.5316455696202531,False,True 2046_01,0.37974683544303794,False,False 2051_01,0.25316455696202533,False,True @@ -1957,7 +1957,7 @@ PassengerId,Age,VIP,Transported 2091_01,0.4177215189873418,False,False 2092_01,0.22784810126582278,False,True 2092_02,0.5443037974683544,False,False -2092_03,0.16455696202531644,0.023439340400471142,False +2092_03,0.16455696202531644,False,False 2092_04,0.3291139240506329,False,False 2092_05,0.27848101265822783,False,False 2094_01,0.26582278481012656,False,True @@ -2002,11 +2002,11 @@ PassengerId,Age,VIP,Transported 2137_01,0.34177215189873417,False,True 2137_02,0.0379746835443038,False,True 2137_03,0.05063291139240506,False,True -2138_01,0.16455696202531644,0.023439340400471142,True +2138_01,0.16455696202531644,False,True 2139_01,0.24050632911392406,False,True 2140_01,0.22784810126582278,False,True 2141_01,0.8354430379746836,False,True -2142_01,0.49367088607594933,0.023439340400471142,True +2142_01,0.49367088607594933,False,True 2143_01,0.26582278481012656,False,False 2143_02,0.08860759493670886,False,False 2144_01,0.7088607594936709,False,False @@ -2025,7 +2025,7 @@ PassengerId,Age,VIP,Transported 2162_01,0.34177215189873417,False,True 2162_02,0.0,False,True 2163_01,0.34177215189873417,False,False -2164_01,0.26582278481012656,0.023439340400471142,True +2164_01,0.26582278481012656,False,True 2167_01,0.25316455696202533,False,False 2168_01,0.4430379746835443,False,True 2168_02,0.25316455696202533,False,False @@ -2257,7 +2257,7 @@ PassengerId,Age,VIP,Transported 2416_01,0.5443037974683544,False,False 2417_01,0.4050632911392405,False,False 2419_01,0.18987341772151897,False,True -2421_01,0.27848101265822783,0.023439340400471142,True +2421_01,0.27848101265822783,False,True 2423_01,0.25316455696202533,False,False 2424_01,0.43037974683544306,False,True 2426_01,0.8860759493670886,False,True @@ -2272,7 +2272,7 @@ PassengerId,Age,VIP,Transported 2438_01,0.2911392405063291,False,True 2439_01,0.3037974683544304,False,True 2441_01,0.21518987341772153,False,False -2442_01,0.43037974683544306,0.023439340400471142,True +2442_01,0.43037974683544306,False,True 2443_01,0.3924050632911392,False,False 2444_01,0.5443037974683544,False,False 2445_01,0.5443037974683544,False,False @@ -2290,7 +2290,7 @@ PassengerId,Age,VIP,Transported 2458_01,0.26582278481012656,False,True 2460_01,0.35443037974683544,False,True 2461_01,0.8734177215189873,False,False -2462_01,0.18987341772151897,0.023439340400471142,False +2462_01,0.18987341772151897,False,False 2463_01,0.6075949367088608,False,False 2466_01,0.5316455696202531,False,False 2467_01,0.5316455696202531,False,False @@ -2300,7 +2300,7 @@ PassengerId,Age,VIP,Transported 2472_01,0.37974683544303794,False,False 2474_01,0.45569620253164556,False,True 2475_01,0.34177215189873417,False,False -2476_01,0.4430379746835443,0.023439340400471142,False +2476_01,0.4430379746835443,False,False 2477_01,0.26582278481012656,False,True 2477_02,0.6329113924050633,False,True 2478_01,0.6582278481012658,False,False @@ -2340,12 +2340,12 @@ PassengerId,Age,VIP,Transported 2518_02,0.35443037974683544,False,True 2519_01,0.3037974683544304,False,True 2520_01,0.7468354430379747,False,False -2521_01,0.5443037974683544,0.023439340400471142,False -2522_01,0.25316455696202533,0.023439340400471142,True +2521_01,0.5443037974683544,False,False +2522_01,0.25316455696202533,False,True 2523_01,0.2911392405063291,False,True 2524_01,0.34177215189873417,False,True 2526_01,0.4810126582278481,False,True -2527_01,0.4810126582278481,0.023439340400471142,True +2527_01,0.4810126582278481,False,True 2528_01,0.6075949367088608,False,True 2530_01,0.31645569620253167,False,False 2531_01,0.31645569620253167,False,True @@ -2448,7 +2448,7 @@ PassengerId,Age,VIP,Transported 2625_01,0.17721518987341772,False,True 2625_02,0.27848101265822783,False,False 2626_01,0.24050632911392406,False,False -2627_01,0.5063291139240507,0.023439340400471142,False +2627_01,0.5063291139240507,False,False 2628_01,0.31645569620253167,False,True 2628_02,0.6455696202531646,False,False 2629_01,0.27848101265822783,False,False @@ -2476,7 +2476,7 @@ PassengerId,Age,VIP,Transported 2652_01,0.27848101265822783,False,True 2655_01,0.37974683544303794,False,False 2657_01,0.25316455696202533,False,False -2658_01,0.26582278481012656,0.023439340400471142,False +2658_01,0.26582278481012656,False,False 2659_01,0.17721518987341772,False,True 2660_01,0.34177215189873417,False,False 2661_01,0.24050632911392406,False,False @@ -2510,7 +2510,7 @@ PassengerId,Age,VIP,Transported 2693_03,0.6962025316455696,False,False 2693_04,0.34177215189873417,False,False 2695_01,0.22784810126582278,False,False -2697_01,0.34177215189873417,0.023439340400471142,False +2697_01,0.34177215189873417,False,False 2698_01,0.6329113924050633,False,False 2700_01,0.3037974683544304,False,False 2701_01,0.25316455696202533,False,True @@ -2524,10 +2524,10 @@ PassengerId,Age,VIP,Transported 2709_01,0.0379746835443038,False,True 2709_02,0.0,False,True 2709_03,0.4177215189873418,False,False -2709_04,0.1518987341772152,0.023439340400471142,True +2709_04,0.1518987341772152,False,True 2712_01,0.5569620253164557,False,True 2713_01,0.25316455696202533,False,True -2714_01,0.7468354430379747,0.023439340400471142,False +2714_01,0.7468354430379747,False,False 2717_01,0.22784810126582278,False,False 2718_01,0.9113924050632911,False,True 2720_01,0.2911392405063291,False,False @@ -2546,7 +2546,7 @@ PassengerId,Age,VIP,Transported 2730_01,0.6582278481012658,False,True 2730_02,0.20253164556962025,False,False 2730_03,0.20253164556962025,False,True -2732_01,0.20253164556962025,0.023439340400471142,True +2732_01,0.20253164556962025,False,True 2732_02,0.0759493670886076,False,False 2734_01,0.12658227848101267,False,True 2736_01,0.34177215189873417,True,False @@ -2559,9 +2559,9 @@ PassengerId,Age,VIP,Transported 2743_01,0.18987341772151897,False,False 2745_01,0.3924050632911392,False,False 2746_01,0.6582278481012658,False,False -2747_01,0.620253164556962,0.023439340400471142,True +2747_01,0.620253164556962,False,True 2748_01,0.3670886075949367,False,True -2750_01,0.22784810126582278,0.023439340400471142,True +2750_01,0.22784810126582278,False,True 2751_01,0.5189873417721519,False,True 2752_01,0.11392405063291139,False,False 2752_02,0.34177215189873417,False,False @@ -2590,7 +2590,7 @@ PassengerId,Age,VIP,Transported 2774_01,0.3670886075949367,False,False 2774_02,0.21518987341772153,False,False 2774_03,0.16455696202531644,False,False -2778_01,0.4430379746835443,0.023439340400471142,True +2778_01,0.4430379746835443,False,True 2778_02,0.6708860759493671,False,True 2780_01,0.3037974683544304,False,False 2781_01,0.4810126582278481,False,False @@ -2602,7 +2602,7 @@ PassengerId,Age,VIP,Transported 2787_01,0.26582278481012656,False,False 2788_01,0.34177215189873417,False,False 2789_01,0.3924050632911392,False,False -2790_01,0.2911392405063291,0.023439340400471142,True +2790_01,0.2911392405063291,False,True 2790_02,0.5189873417721519,False,False 2790_03,0.3670886075949367,False,False 2790_04,0.6835443037974683,False,False @@ -2638,7 +2638,7 @@ PassengerId,Age,VIP,Transported 2820_01,0.5569620253164557,False,True 2821_01,0.7215189873417721,False,True 2822_01,0.0379746835443038,False,True -2822_02,0.06329113924050633,0.023439340400471142,False +2822_02,0.06329113924050633,False,False 2822_03,0.0379746835443038,False,True 2822_04,0.22784810126582278,False,True 2822_05,0.10126582278481013,False,False @@ -2737,7 +2737,7 @@ PassengerId,Age,VIP,Transported 2936_01,0.26582278481012656,False,False 2938_01,0.8607594936708861,False,True 2940_01,0.2911392405063291,False,True -2941_01,0.20253164556962025,0.023439340400471142,False +2941_01,0.20253164556962025,False,False 2942_01,0.4430379746835443,False,False 2943_01,0.27848101265822783,False,False 2944_01,0.6455696202531646,False,False @@ -2817,7 +2817,7 @@ PassengerId,Age,VIP,Transported 3033_01,0.26582278481012656,False,False 3034_01,0.5063291139240507,False,False 3036_01,0.7215189873417721,False,False -3038_01,0.4430379746835443,0.023439340400471142,False +3038_01,0.4430379746835443,False,False 3039_01,0.4050632911392405,False,False 3040_01,0.4050632911392405,False,False 3042_01,0.37974683544303794,False,False @@ -2876,7 +2876,7 @@ PassengerId,Age,VIP,Transported 3104_02,0.27848101265822783,False,True 3110_01,0.3037974683544304,False,True 3111_01,0.27848101265822783,False,False -3112_01,0.18987341772151897,0.023439340400471142,False +3112_01,0.18987341772151897,False,False 3113_01,0.26582278481012656,False,True 3113_02,0.7088607594936709,False,True 3114_01,0.6329113924050633,False,False @@ -2920,7 +2920,7 @@ PassengerId,Age,VIP,Transported 3162_03,0.17721518987341772,False,False 3163_01,0.16455696202531644,False,False 3163_02,0.5443037974683544,False,False -3164_01,0.49367088607594933,0.023439340400471142,False +3164_01,0.49367088607594933,False,False 3166_01,0.34177215189873417,False,True 3168_01,0.3037974683544304,False,True 3169_01,0.3291139240506329,False,True @@ -3020,7 +3020,7 @@ PassengerId,Age,VIP,Transported 3273_01,0.24050632911392406,False,False 3274_01,0.4050632911392405,False,True 3274_02,0.20253164556962025,False,False -3274_03,0.810126582278481,0.023439340400471142,False +3274_03,0.810126582278481,False,False 3275_01,0.4430379746835443,False,True 3276_01,0.4177215189873418,False,False 3279_01,0.11392405063291139,False,True @@ -3030,7 +3030,7 @@ PassengerId,Age,VIP,Transported 3280_01,0.3924050632911392,False,True 3280_02,0.4050632911392405,False,False 3282_01,0.5443037974683544,False,True -3282_02,0.7594936708860759,0.023439340400471142,True +3282_02,0.7594936708860759,False,True 3282_03,0.5443037974683544,False,True 3283_01,0.5443037974683544,False,False 3283_02,0.24050632911392406,False,False @@ -3091,7 +3091,7 @@ PassengerId,Age,VIP,Transported 3329_01,0.6962025316455696,False,True 3330_01,0.5316455696202531,False,False 3331_01,0.5063291139240507,False,True -3332_01,0.6075949367088608,0.023439340400471142,False +3332_01,0.6075949367088608,False,False 3332_02,0.46835443037974683,False,True 3332_03,0.21518987341772153,False,True 3336_01,0.7594936708860759,False,True @@ -3174,7 +3174,7 @@ PassengerId,Age,VIP,Transported 3421_01,0.5063291139240507,False,False 3422_01,0.22784810126582278,False,True 3422_02,0.34177215189873417,False,True -3423_01,0.26582278481012656,0.023439340400471142,True +3423_01,0.26582278481012656,False,True 3424_01,0.46835443037974683,False,False 3425_01,0.3924050632911392,False,False 3426_01,0.4177215189873418,False,False @@ -3214,7 +3214,7 @@ PassengerId,Age,VIP,Transported 3458_01,0.45569620253164556,False,True 3459_01,0.45569620253164556,False,True 3461_01,0.3291139240506329,False,False -3462_01,0.35443037974683544,0.023439340400471142,True +3462_01,0.35443037974683544,False,True 3464_01,0.17721518987341772,False,False 3464_02,0.3670886075949367,False,False 3465_01,0.24050632911392406,False,False @@ -3272,7 +3272,7 @@ PassengerId,Age,VIP,Transported 3514_01,0.24050632911392406,False,False 3515_01,0.46835443037974683,False,False 3515_02,0.5822784810126582,False,True -3518_01,0.3291139240506329,0.023439340400471142,True +3518_01,0.3291139240506329,False,True 3519_01,0.20253164556962025,False,True 3519_02,0.0,False,True 3519_03,0.0,False,True @@ -3286,7 +3286,7 @@ PassengerId,Age,VIP,Transported 3528_01,0.2911392405063291,False,True 3530_01,0.18987341772151897,False,True 3531_01,0.35443037974683544,False,False -3531_02,0.569620253164557,0.023439340400471142,True +3531_02,0.569620253164557,False,True 3533_01,0.22784810126582278,False,False 3534_01,0.2911392405063291,False,False 3535_01,0.45569620253164556,False,False @@ -3427,7 +3427,7 @@ PassengerId,Age,VIP,Transported 3692_01,0.3291139240506329,False,False 3693_01,0.3291139240506329,False,True 3699_01,0.4050632911392405,False,True -3699_02,0.31645569620253167,0.023439340400471142,True +3699_02,0.31645569620253167,False,True 3699_03,0.37974683544303794,False,True 3699_04,0.7215189873417721,False,False 3700_01,0.2911392405063291,False,False @@ -3732,7 +3732,7 @@ PassengerId,Age,VIP,Transported 4001_04,0.02531645569620253,False,False 4001_05,0.43037974683544306,False,True 4001_06,0.06329113924050633,False,True -4001_07,0.0379746835443038,0.023439340400471142,False +4001_07,0.0379746835443038,False,False 4002_01,0.5822784810126582,False,False 4003_01,0.27848101265822783,False,True 4005_01,0.10126582278481013,False,True @@ -3743,7 +3743,7 @@ PassengerId,Age,VIP,Transported 4005_06,0.20253164556962025,False,True 4005_07,0.5189873417721519,False,True 4005_08,0.10126582278481013,False,False -4006_01,0.17721518987341772,0.023439340400471142,True +4006_01,0.17721518987341772,False,True 4006_02,0.02531645569620253,False,True 4006_03,0.7468354430379747,False,True 4006_04,0.569620253164557,False,False @@ -3755,7 +3755,7 @@ PassengerId,Age,VIP,Transported 4014_01,0.5316455696202531,False,False 4014_02,0.35443037974683544,False,False 4016_01,0.43037974683544306,False,False -4017_01,0.26582278481012656,0.023439340400471142,False +4017_01,0.26582278481012656,False,False 4017_02,0.37974683544303794,False,True 4017_03,0.34177215189873417,False,True 4017_04,0.3291139240506329,False,False @@ -3868,12 +3868,12 @@ PassengerId,Age,VIP,Transported 4145_01,0.16455696202531644,False,False 4147_01,0.6835443037974683,False,True 4147_02,0.569620253164557,False,True -4149_01,0.4177215189873418,0.023439340400471142,True +4149_01,0.4177215189873418,False,True 4150_01,0.5822784810126582,False,True 4151_01,0.18987341772151897,False,True 4152_01,0.4430379746835443,False,False 4154_01,0.2911392405063291,False,True -4156_01,0.18987341772151897,0.023439340400471142,False +4156_01,0.18987341772151897,False,False 4158_01,0.34177215189873417,False,False 4159_01,0.18987341772151897,False,False 4160_01,0.34177215189873417,True,True @@ -3881,7 +3881,7 @@ PassengerId,Age,VIP,Transported 4165_01,0.46835443037974683,False,True 4166_01,0.569620253164557,False,True 4166_02,0.7341772151898734,True,True -4167_01,0.34177215189873417,0.023439340400471142,False +4167_01,0.34177215189873417,False,False 4168_01,0.4810126582278481,False,False 4168_02,0.35443037974683544,False,False 4169_01,0.5949367088607594,False,True @@ -4074,7 +4074,7 @@ PassengerId,Age,VIP,Transported 4349_01,0.6962025316455696,False,False 4350_01,0.26582278481012656,False,True 4350_02,0.49367088607594933,False,False -4351_01,0.26582278481012656,0.023439340400471142,False +4351_01,0.26582278481012656,False,False 4352_01,0.46835443037974683,False,True 4352_02,0.3924050632911392,False,True 4354_01,0.2911392405063291,False,False @@ -4172,7 +4172,7 @@ PassengerId,Age,VIP,Transported 4450_03,0.27848101265822783,False,True 4450_04,0.35443037974683544,False,False 4451_01,0.4430379746835443,False,True -4452_01,0.37974683544303794,0.023439340400471142,True +4452_01,0.37974683544303794,False,True 4453_01,0.35443037974683544,False,False 4456_01,0.2911392405063291,False,True 4457_01,0.3037974683544304,False,True @@ -4252,7 +4252,7 @@ PassengerId,Age,VIP,Transported 4518_01,0.620253164556962,False,False 4521_01,0.22784810126582278,False,False 4522_01,0.31645569620253167,False,True -4524_01,0.34177215189873417,0.023439340400471142,True +4524_01,0.34177215189873417,False,True 4529_01,0.5443037974683544,False,False 4530_01,0.25316455696202533,False,False 4531_01,0.6835443037974683,False,True @@ -4386,7 +4386,7 @@ PassengerId,Age,VIP,Transported 4661_04,0.11392405063291139,False,False 4661_05,0.37974683544303794,False,False 4661_06,0.06329113924050633,False,False -4661_07,0.02531645569620253,0.023439340400471142,False +4661_07,0.02531645569620253,False,False 4662_01,0.4050632911392405,False,False 4662_02,0.6708860759493671,False,True 4662_03,0.5822784810126582,False,True @@ -4459,7 +4459,7 @@ PassengerId,Age,VIP,Transported 4738_02,0.3670886075949367,False,False 4739_01,0.27848101265822783,False,True 4741_01,0.4430379746835443,False,True -4741_02,0.0,0.023439340400471142,True +4741_02,0.0,False,True 4741_03,0.0759493670886076,False,True 4743_01,0.4810126582278481,False,True 4744_01,0.43037974683544306,False,True @@ -4472,7 +4472,7 @@ PassengerId,Age,VIP,Transported 4753_01,0.45569620253164556,False,False 4754_01,0.37974683544303794,False,False 4755_01,0.4050632911392405,False,True -4756_01,0.5569620253164557,0.023439340400471142,True +4756_01,0.5569620253164557,False,True 4756_02,0.6835443037974683,False,True 4757_01,0.3037974683544304,False,False 4758_01,0.5569620253164557,False,False @@ -4537,7 +4537,7 @@ PassengerId,Age,VIP,Transported 4822_03,0.27848101265822783,False,True 4822_04,0.0,False,True 4823_01,0.26582278481012656,False,False -4827_01,0.37974683544303794,0.023439340400471142,True +4827_01,0.37974683544303794,False,True 4828_01,0.17721518987341772,False,True 4829_01,0.569620253164557,False,False 4830_01,0.27848101265822783,False,False @@ -4545,7 +4545,7 @@ PassengerId,Age,VIP,Transported 4832_01,0.46835443037974683,False,False 4836_01,0.3670886075949367,False,True 4836_02,0.3670886075949367,True,True -4837_01,0.26582278481012656,0.023439340400471142,True +4837_01,0.26582278481012656,False,True 4838_01,0.6582278481012658,False,False 4840_01,0.45569620253164556,False,True 4841_01,0.7468354430379747,False,True @@ -4559,7 +4559,7 @@ PassengerId,Age,VIP,Transported 4848_01,0.37974683544303794,False,True 4850_01,0.2911392405063291,False,True 4850_02,0.6962025316455696,False,True -4851_01,0.5569620253164557,0.023439340400471142,True +4851_01,0.5569620253164557,False,True 4853_01,0.37974683544303794,False,False 4856_01,0.49367088607594933,False,True 4857_01,0.24050632911392406,False,False @@ -4640,9 +4640,9 @@ PassengerId,Age,VIP,Transported 4939_01,0.24050632911392406,False,True 4940_01,0.24050632911392406,False,True 4941_01,0.4430379746835443,False,False -4942_01,0.0379746835443038,0.023439340400471142,True +4942_01,0.0379746835443038,False,True 4942_02,0.45569620253164556,False,True -4943_01,0.25316455696202533,0.023439340400471142,True +4943_01,0.25316455696202533,False,True 4944_01,0.34177215189873417,False,True 4944_02,0.7341772151898734,False,False 4944_03,0.7088607594936709,False,False @@ -4752,7 +4752,7 @@ PassengerId,Age,VIP,Transported 5067_01,0.45569620253164556,False,True 5068_01,0.24050632911392406,False,True 5069_01,0.7088607594936709,False,False -5070_01,0.25316455696202533,0.023439340400471142,True +5070_01,0.25316455696202533,False,True 5072_01,0.12658227848101267,False,False 5072_02,0.17721518987341772,False,False 5073_01,0.34177215189873417,False,True @@ -4823,7 +4823,7 @@ PassengerId,Age,VIP,Transported 5142_02,0.25316455696202533,False,False 5142_03,0.26582278481012656,False,True 5142_04,0.05063291139240506,False,True -5144_01,0.24050632911392406,0.023439340400471142,True +5144_01,0.24050632911392406,False,True 5145_01,0.22784810126582278,False,True 5146_01,0.3291139240506329,False,True 5148_01,0.16455696202531644,False,False @@ -4980,7 +4980,7 @@ PassengerId,Age,VIP,Transported 5310_01,0.4050632911392405,False,False 5312_01,0.34177215189873417,False,True 5313_01,0.2911392405063291,False,True -5314_01,0.31645569620253167,0.023439340400471142,True +5314_01,0.31645569620253167,False,True 5315_01,0.22784810126582278,False,False 5316_01,0.2911392405063291,False,True 5320_01,0.3924050632911392,False,True @@ -5040,7 +5040,7 @@ PassengerId,Age,VIP,Transported 5387_01,0.6075949367088608,False,False 5388_01,0.12658227848101267,False,True 5389_01,0.34177215189873417,False,True -5389_02,0.4050632911392405,0.023439340400471142,False +5389_02,0.4050632911392405,False,False 5390_01,0.3037974683544304,False,True 5390_02,0.25316455696202533,False,True 5390_03,0.6075949367088608,False,True @@ -5052,9 +5052,9 @@ PassengerId,Age,VIP,Transported 5397_02,0.10126582278481013,False,True 5397_03,0.37974683544303794,False,True 5401_01,0.5569620253164557,False,False -5402_01,0.5063291139240507,0.023439340400471142,False +5402_01,0.5063291139240507,False,False 5404_01,0.4810126582278481,False,False -5406_01,0.27848101265822783,0.023439340400471142,False +5406_01,0.27848101265822783,False,False 5408_01,0.4050632911392405,False,False 5408_02,0.20253164556962025,False,False 5410_01,0.4177215189873418,False,False @@ -5085,7 +5085,7 @@ PassengerId,Age,VIP,Transported 5427_03,0.31645569620253167,False,False 5430_01,0.24050632911392406,False,False 5431_01,0.4177215189873418,False,True -5434_01,0.34177215189873417,0.023439340400471142,True +5434_01,0.34177215189873417,False,True 5435_01,0.6329113924050633,False,False 5436_01,0.37974683544303794,False,False 5437_01,0.5569620253164557,False,True @@ -5119,7 +5119,7 @@ PassengerId,Age,VIP,Transported 5466_04,0.4430379746835443,False,False 5466_05,0.5822784810126582,False,False 5467_01,0.3924050632911392,False,False -5468_01,0.4050632911392405,0.023439340400471142,True +5468_01,0.4050632911392405,False,True 5469_01,0.3924050632911392,False,True 5470_01,0.25316455696202533,False,False 5471_01,0.7215189873417721,False,False @@ -5186,11 +5186,11 @@ PassengerId,Age,VIP,Transported 5530_02,0.5569620253164557,False,True 5531_01,0.5443037974683544,False,False 5531_02,0.4177215189873418,False,True -5535_01,0.25316455696202533,0.023439340400471142,True +5535_01,0.25316455696202533,False,True 5535_02,0.0,False,True 5535_03,0.05063291139240506,False,True 5536_01,0.25316455696202533,False,True -5537_01,0.6329113924050633,0.023439340400471142,False +5537_01,0.6329113924050633,False,False 5538_01,0.5949367088607594,False,True 5538_02,0.21518987341772153,False,True 5539_01,0.3291139240506329,False,False @@ -5207,7 +5207,7 @@ PassengerId,Age,VIP,Transported 5552_01,0.35443037974683544,False,False 5552_02,0.13924050632911392,False,True 5552_03,0.7594936708860759,False,False -5555_01,0.5443037974683544,0.023439340400471142,True +5555_01,0.5443037974683544,False,True 5556_01,0.34177215189873417,False,False 5557_01,0.46835443037974683,False,True 5559_01,0.2911392405063291,False,True @@ -5230,7 +5230,7 @@ PassengerId,Age,VIP,Transported 5578_01,0.22784810126582278,False,True 5580_01,0.45569620253164556,False,True 5581_01,0.34177215189873417,False,True -5582_01,0.4430379746835443,0.023439340400471142,False +5582_01,0.4430379746835443,False,False 5583_01,0.6582278481012658,False,True 5585_01,0.27848101265822783,False,False 5585_02,0.43037974683544306,False,True @@ -5243,7 +5243,7 @@ PassengerId,Age,VIP,Transported 5595_01,0.37974683544303794,False,False 5596_01,0.8227848101265822,False,False 5598_01,0.24050632911392406,False,True -5599_01,0.45569620253164556,0.023439340400471142,False +5599_01,0.45569620253164556,False,False 5601_01,0.0379746835443038,False,True 5601_02,0.0759493670886076,False,True 5601_03,0.05063291139240506,False,True @@ -5346,7 +5346,7 @@ PassengerId,Age,VIP,Transported 5713_01,0.5316455696202531,False,True 5714_01,0.05063291139240506,False,False 5714_02,0.1518987341772152,False,True -5714_03,0.0,0.023439340400471142,True +5714_03,0.0,False,True 5714_04,0.24050632911392406,False,True 5714_05,0.34177215189873417,False,True 5716_01,0.3670886075949367,False,True @@ -5408,7 +5408,7 @@ PassengerId,Age,VIP,Transported 5772_01,0.2911392405063291,False,False 5773_01,0.7721518987341772,False,True 5776_01,0.26582278481012656,False,False -5777_01,0.5822784810126582,0.023439340400471142,False +5777_01,0.5822784810126582,False,False 5778_01,0.45569620253164556,False,False 5779_01,0.18987341772151897,False,True 5780_01,0.4177215189873418,False,True @@ -5478,7 +5478,7 @@ PassengerId,Age,VIP,Transported 5842_01,0.35443037974683544,False,True 5842_02,0.34177215189873417,False,True 5843_01,0.7341772151898734,False,True -5844_01,0.3037974683544304,0.023439340400471142,True +5844_01,0.3037974683544304,False,True 5846_01,0.34177215189873417,True,False 5847_01,0.4177215189873418,False,False 5848_01,0.35443037974683544,False,True @@ -5512,7 +5512,7 @@ PassengerId,Age,VIP,Transported 5879_01,0.31645569620253167,False,True 5880_01,0.13924050632911392,False,True 5882_01,0.21518987341772153,False,False -5885_01,0.5189873417721519,0.023439340400471142,True +5885_01,0.5189873417721519,False,True 5885_02,0.6962025316455696,False,True 5885_03,0.3670886075949367,False,True 5885_04,0.24050632911392406,False,False @@ -5534,7 +5534,7 @@ PassengerId,Age,VIP,Transported 5898_01,0.5189873417721519,False,True 5900_01,0.7848101265822784,False,True 5900_02,0.37974683544303794,False,True -5900_03,0.0759493670886076,0.023439340400471142,True +5900_03,0.0759493670886076,False,True 5901_01,0.18987341772151897,False,False 5902_01,0.43037974683544306,False,False 5903_01,0.43037974683544306,False,False @@ -5592,7 +5592,7 @@ PassengerId,Age,VIP,Transported 5954_01,0.31645569620253167,False,False 5955_01,0.4177215189873418,False,False 5955_02,0.34177215189873417,False,False -5956_01,0.26582278481012656,0.023439340400471142,False +5956_01,0.26582278481012656,False,False 5957_01,0.21518987341772153,False,True 5957_02,0.18987341772151897,False,True 5957_03,0.7341772151898734,True,False @@ -5638,19 +5638,19 @@ PassengerId,Age,VIP,Transported 5991_01,0.3291139240506329,False,True 5992_01,0.25316455696202533,False,True 5993_01,0.34177215189873417,False,True -5994_01,0.2911392405063291,0.023439340400471142,False +5994_01,0.2911392405063291,False,False 5995_01,0.4177215189873418,False,True 5998_01,0.37974683544303794,False,True 5999_01,0.4050632911392405,False,True 6000_01,0.24050632911392406,False,False 6000_02,0.5189873417721519,False,False -6001_01,0.6329113924050633,0.023439340400471142,False +6001_01,0.6329113924050633,False,False 6003_01,0.45569620253164556,False,False 6004_01,0.26582278481012656,False,True 6006_01,0.569620253164557,True,False 6006_02,0.3291139240506329,False,True 6007_01,0.5569620253164557,False,True -6008_01,0.3037974683544304,0.023439340400471142,True +6008_01,0.3037974683544304,False,True 6010_01,0.18987341772151897,False,True 6011_01,0.7341772151898734,False,False 6014_01,0.16455696202531644,False,False @@ -5696,7 +5696,7 @@ PassengerId,Age,VIP,Transported 6034_02,0.3924050632911392,False,False 6034_03,0.10126582278481013,False,True 6035_01,0.22784810126582278,False,True -6035_02,0.0379746835443038,0.023439340400471142,False +6035_02,0.0379746835443038,False,False 6036_01,0.5569620253164557,False,True 6036_02,0.18987341772151897,False,True 6036_03,0.34177215189873417,False,True @@ -5712,7 +5712,7 @@ PassengerId,Age,VIP,Transported 6048_01,0.31645569620253167,False,False 6049_01,0.3037974683544304,False,True 6052_01,0.7721518987341772,False,False -6054_01,0.35443037974683544,0.023439340400471142,True +6054_01,0.35443037974683544,False,True 6055_01,0.3670886075949367,True,False 6055_02,0.5189873417721519,False,True 6055_03,0.25316455696202533,False,False @@ -5743,7 +5743,7 @@ PassengerId,Age,VIP,Transported 6090_01,0.45569620253164556,False,True 6091_01,0.35443037974683544,False,True 6091_02,0.49367088607594933,False,False -6092_01,0.20253164556962025,0.023439340400471142,True +6092_01,0.20253164556962025,False,True 6092_02,0.08860759493670886,False,True 6092_03,0.012658227848101266,False,True 6094_01,0.37974683544303794,False,True @@ -5758,7 +5758,7 @@ PassengerId,Age,VIP,Transported 6101_01,0.3037974683544304,False,False 6102_01,0.3291139240506329,False,False 6103_01,0.34177215189873417,False,True -6105_01,0.7341772151898734,0.023439340400471142,False +6105_01,0.7341772151898734,False,False 6106_01,0.6835443037974683,False,True 6107_01,0.22784810126582278,False,True 6108_01,0.16455696202531644,False,False @@ -5770,15 +5770,15 @@ PassengerId,Age,VIP,Transported 6111_03,0.26582278481012656,False,True 6111_04,0.43037974683544306,False,True 6111_05,0.4177215189873418,False,True -6112_01,0.45569620253164556,0.023439340400471142,True +6112_01,0.45569620253164556,False,True 6115_01,0.6329113924050633,False,False 6116_01,0.35443037974683544,False,False 6117_01,0.7088607594936709,False,False 6118_01,0.5316455696202531,False,False 6118_02,0.49367088607594933,False,False 6120_01,0.16455696202531644,False,True -6121_01,0.35443037974683544,0.023439340400471142,True -6121_02,0.6962025316455696,0.023439340400471142,False +6121_01,0.35443037974683544,False,True +6121_02,0.6962025316455696,False,False 6122_01,0.45569620253164556,False,True 6123_01,0.34177215189873417,False,True 6124_01,0.46835443037974683,False,True @@ -5817,7 +5817,7 @@ PassengerId,Age,VIP,Transported 6152_02,0.3924050632911392,False,False 6153_01,0.5189873417721519,False,True 6155_01,0.27848101265822783,False,False -6156_01,0.5063291139240507,0.023439340400471142,False +6156_01,0.5063291139240507,False,False 6157_01,0.620253164556962,False,False 6158_01,0.17721518987341772,False,True 6162_01,0.27848101265822783,False,False @@ -5826,7 +5826,7 @@ PassengerId,Age,VIP,Transported 6167_01,0.5316455696202531,False,True 6168_01,0.20253164556962025,False,True 6168_02,0.1518987341772152,False,True -6169_01,0.22784810126582278,0.023439340400471142,True +6169_01,0.22784810126582278,False,True 6170_01,0.4177215189873418,False,False 6171_01,0.17721518987341772,False,False 6172_01,0.45569620253164556,False,True @@ -5853,7 +5853,7 @@ PassengerId,Age,VIP,Transported 6192_01,0.2911392405063291,False,True 6194_01,0.18987341772151897,False,False 6199_01,0.43037974683544306,False,True -6199_02,0.5949367088607594,0.023439340400471142,True +6199_02,0.5949367088607594,False,True 6200_01,0.34177215189873417,False,True 6200_02,0.3291139240506329,False,False 6200_03,0.31645569620253167,False,False @@ -5865,7 +5865,7 @@ PassengerId,Age,VIP,Transported 6207_03,0.24050632911392406,False,False 6208_01,0.7468354430379747,False,True 6211_01,0.24050632911392406,False,True -6213_01,0.31645569620253167,0.023439340400471142,True +6213_01,0.31645569620253167,False,True 6215_01,0.35443037974683544,False,True 6215_02,0.46835443037974683,False,False 6216_01,0.5443037974683544,False,True @@ -5948,7 +5948,7 @@ PassengerId,Age,VIP,Transported 6308_01,0.35443037974683544,False,False 6309_01,0.06329113924050633,False,True 6309_02,0.08860759493670886,False,True -6309_03,0.0379746835443038,0.023439340400471142,True +6309_03,0.0379746835443038,False,True 6309_04,0.012658227848101266,False,True 6309_05,0.08860759493670886,False,True 6313_01,0.7594936708860759,False,False @@ -6005,7 +6005,7 @@ PassengerId,Age,VIP,Transported 6355_01,0.26582278481012656,False,True 6356_01,0.5569620253164557,False,True 6357_01,0.31645569620253167,False,False -6360_01,0.0,0.023439340400471142,True +6360_01,0.0,False,True 6360_02,0.34177215189873417,False,True 6360_03,0.5063291139240507,False,True 6361_01,0.5569620253164557,False,True @@ -6066,7 +6066,7 @@ PassengerId,Age,VIP,Transported 6409_01,0.27848101265822783,False,False 6411_01,0.6582278481012658,False,False 6412_01,0.37974683544303794,False,False -6413_01,0.8227848101265822,0.023439340400471142,False +6413_01,0.8227848101265822,False,False 6414_01,0.3924050632911392,False,True 6415_01,0.6455696202531646,False,True 6416_01,0.26582278481012656,False,True @@ -6159,7 +6159,7 @@ PassengerId,Age,VIP,Transported 6494_01,0.4810126582278481,False,False 6500_01,0.4050632911392405,False,False 6501_01,0.26582278481012656,False,True -6502_01,0.0759493670886076,0.023439340400471142,True +6502_01,0.0759493670886076,False,True 6503_01,0.34177215189873417,False,False 6508_01,0.4050632911392405,False,False 6509_01,0.2911392405063291,False,True @@ -6195,7 +6195,7 @@ PassengerId,Age,VIP,Transported 6547_01,0.26582278481012656,False,False 6548_01,0.4810126582278481,False,True 6549_01,0.3924050632911392,False,False -6549_02,0.7721518987341772,0.023439340400471142,False +6549_02,0.7721518987341772,False,False 6552_01,0.25316455696202533,False,False 6553_01,0.49367088607594933,False,False 6556_01,0.3670886075949367,False,True @@ -6324,7 +6324,7 @@ PassengerId,Age,VIP,Transported 6681_01,0.27848101265822783,False,True 6683_01,0.4050632911392405,False,True 6684_01,0.7215189873417721,False,False -6684_02,0.37974683544303794,0.023439340400471142,True +6684_02,0.37974683544303794,False,True 6684_03,0.5822784810126582,False,False 6691_01,0.35443037974683544,False,True 6692_01,0.3291139240506329,False,True @@ -6372,7 +6372,7 @@ PassengerId,Age,VIP,Transported 6736_01,0.4177215189873418,False,True 6739_01,0.5569620253164557,False,True 6741_01,0.46835443037974683,False,True -6741_02,0.22784810126582278,0.023439340400471142,False +6741_02,0.22784810126582278,False,False 6742_01,0.4177215189873418,False,True 6744_01,0.26582278481012656,False,False 6744_02,0.4810126582278481,False,False @@ -6407,7 +6407,7 @@ PassengerId,Age,VIP,Transported 6764_02,0.3924050632911392,False,True 6765_01,0.6962025316455696,False,True 6766_01,0.20253164556962025,False,False -6766_02,0.0,0.023439340400471142,True +6766_02,0.0,False,True 6766_03,0.0379746835443038,False,True 6773_01,0.4177215189873418,False,False 6774_01,0.569620253164557,False,True @@ -6454,7 +6454,7 @@ PassengerId,Age,VIP,Transported 6813_01,0.27848101265822783,False,False 6814_01,0.45569620253164556,False,True 6816_01,0.0379746835443038,False,False -6816_02,0.35443037974683544,0.023439340400471142,False +6816_02,0.35443037974683544,False,False 6816_03,0.4050632911392405,False,True 6816_04,0.12658227848101267,False,True 6816_05,0.0,False,False @@ -6487,7 +6487,7 @@ PassengerId,Age,VIP,Transported 6843_02,0.37974683544303794,False,True 6844_01,0.2911392405063291,False,False 6848_01,0.16455696202531644,False,True -6850_01,0.27848101265822783,0.023439340400471142,False +6850_01,0.27848101265822783,False,False 6850_02,0.31645569620253167,False,False 6850_03,0.6582278481012658,False,False 6851_01,0.27848101265822783,False,True @@ -6504,8 +6504,8 @@ PassengerId,Age,VIP,Transported 6862_02,0.11392405063291139,False,False 6863_01,0.31645569620253167,False,False 6864_01,0.16455696202531644,False,True -6864_02,0.31645569620253167,0.023439340400471142,True -6865_01,0.34177215189873417,0.023439340400471142,False +6864_02,0.31645569620253167,False,True +6865_01,0.34177215189873417,False,False 6865_02,0.4050632911392405,False,True 6866_01,0.25316455696202533,False,True 6866_02,0.5063291139240507,False,False @@ -6527,7 +6527,7 @@ PassengerId,Age,VIP,Transported 6893_01,0.3670886075949367,False,True 6894_01,0.46835443037974683,False,True 6894_02,0.0,False,True -6894_03,0.1518987341772152,0.023439340400471142,True +6894_03,0.1518987341772152,False,True 6895_01,0.31645569620253167,False,False 6896_01,0.34177215189873417,False,False 6896_02,0.0379746835443038,False,True @@ -6589,7 +6589,7 @@ PassengerId,Age,VIP,Transported 6950_02,0.18987341772151897,False,True 6951_01,0.46835443037974683,False,True 6951_02,0.34177215189873417,False,True -6954_01,0.35443037974683544,0.023439340400471142,False +6954_01,0.35443037974683544,False,False 6954_02,0.27848101265822783,False,False 6957_01,0.3291139240506329,False,True 6960_01,0.31645569620253167,False,False @@ -6600,7 +6600,7 @@ PassengerId,Age,VIP,Transported 6967_01,0.46835443037974683,False,False 6968_01,0.16455696202531644,False,False 6968_02,0.25316455696202533,False,False -6970_01,0.8227848101265822,0.023439340400471142,False +6970_01,0.8227848101265822,False,False 6970_02,0.3670886075949367,False,False 6971_01,0.0,False,True 6971_02,0.05063291139240506,False,True @@ -6623,13 +6623,13 @@ PassengerId,Age,VIP,Transported 6984_03,0.24050632911392406,False,False 6985_01,0.4050632911392405,False,False 6987_01,0.34177215189873417,False,True -6988_01,0.3291139240506329,0.023439340400471142,False +6988_01,0.3291139240506329,False,False 6988_02,0.35443037974683544,False,True 6990_01,0.26582278481012656,False,False 6991_01,0.4810126582278481,False,False 6991_02,0.5443037974683544,False,True 6992_01,0.1518987341772152,False,False -6992_02,0.31645569620253167,0.023439340400471142,False +6992_02,0.31645569620253167,False,False 6992_03,0.34177215189873417,False,True 6994_01,0.27848101265822783,False,True 6994_02,0.25316455696202533,False,False @@ -6664,13 +6664,13 @@ PassengerId,Age,VIP,Transported 7022_02,0.5822784810126582,False,False 7025_01,0.7974683544303798,False,True 7026_01,0.46835443037974683,False,False -7027_01,0.2911392405063291,0.023439340400471142,True +7027_01,0.2911392405063291,False,True 7028_01,0.06329113924050633,False,True 7028_02,0.20253164556962025,False,True 7029_01,0.25316455696202533,False,True 7029_02,0.620253164556962,False,False 7031_01,0.0379746835443038,False,True -7032_01,0.5189873417721519,0.023439340400471142,False +7032_01,0.5189873417721519,False,False 7034_01,0.34177215189873417,False,False 7036_01,0.17721518987341772,False,True 7037_01,0.3291139240506329,False,False @@ -6735,7 +6735,7 @@ PassengerId,Age,VIP,Transported 7098_01,0.4430379746835443,False,True 7099_01,0.26582278481012656,False,False 7104_01,0.7215189873417721,False,False -7104_02,0.5316455696202531,0.023439340400471142,True +7104_02,0.5316455696202531,False,True 7105_01,0.25316455696202533,False,True 7106_01,0.22784810126582278,False,True 7109_01,0.620253164556962,False,False @@ -6794,7 +6794,7 @@ PassengerId,Age,VIP,Transported 7176_01,0.5949367088607594,False,True 7176_02,0.3291139240506329,False,False 7176_03,0.31645569620253167,False,True -7177_01,0.4810126582278481,0.023439340400471142,False +7177_01,0.4810126582278481,False,False 7179_01,0.6708860759493671,False,True 7180_01,0.4810126582278481,False,False 7181_01,0.35443037974683544,False,True @@ -6836,7 +6836,7 @@ PassengerId,Age,VIP,Transported 7219_05,0.5063291139240507,False,True 7219_06,0.4050632911392405,False,False 7221_01,0.6835443037974683,True,False -7224_01,0.37974683544303794,0.023439340400471142,True +7224_01,0.37974683544303794,False,True 7225_01,0.46835443037974683,False,False 7226_01,0.25316455696202533,False,False 7227_01,0.27848101265822783,False,False @@ -6895,7 +6895,7 @@ PassengerId,Age,VIP,Transported 7301_01,0.3670886075949367,False,True 7302_01,0.4177215189873418,False,False 7303_01,0.6455696202531646,False,False -7304_01,0.12658227848101267,0.023439340400471142,True +7304_01,0.12658227848101267,False,True 7305_01,0.5189873417721519,False,True 7306_01,0.3291139240506329,False,True 7307_01,0.49367088607594933,False,False @@ -6906,7 +6906,7 @@ PassengerId,Age,VIP,Transported 7314_01,0.4177215189873418,False,True 7320_01,0.3291139240506329,False,False 7321_01,0.3924050632911392,False,True -7322_01,0.7974683544303798,0.023439340400471142,False +7322_01,0.7974683544303798,False,False 7323_01,0.37974683544303794,False,False 7324_01,0.34177215189873417,False,True 7326_01,0.5949367088607594,False,False @@ -6938,7 +6938,7 @@ PassengerId,Age,VIP,Transported 7358_01,0.2911392405063291,False,False 7359_01,0.26582278481012656,False,True 7360_01,0.3670886075949367,False,True -7361_01,0.2911392405063291,0.023439340400471142,True +7361_01,0.2911392405063291,False,True 7361_02,0.5189873417721519,False,True 7365_01,0.25316455696202533,False,False 7366_01,0.3037974683544304,False,False @@ -6966,7 +6966,7 @@ PassengerId,Age,VIP,Transported 7396_01,0.35443037974683544,False,True 7396_02,0.3924050632911392,True,True 7396_03,0.4430379746835443,False,True -7398_01,0.24050632911392406,0.023439340400471142,True +7398_01,0.24050632911392406,False,True 7399_01,0.3037974683544304,False,False 7401_01,0.25316455696202533,False,False 7402_01,0.20253164556962025,False,True @@ -6977,7 +6977,7 @@ PassengerId,Age,VIP,Transported 7408_01,0.4050632911392405,False,False 7410_01,0.5189873417721519,False,True 7411_01,0.37974683544303794,False,False -7416_01,0.5189873417721519,0.023439340400471142,False +7416_01,0.5189873417721519,False,False 7418_01,0.08860759493670886,False,True 7419_01,0.49367088607594933,False,True 7419_02,0.5949367088607594,False,True @@ -7031,7 +7031,7 @@ PassengerId,Age,VIP,Transported 7486_01,0.17721518987341772,False,False 7487_01,0.7974683544303798,False,True 7488_01,0.3670886075949367,False,False -7488_02,0.569620253164557,0.023439340400471142,True +7488_02,0.569620253164557,False,True 7490_01,0.18987341772151897,False,True 7492_01,0.24050632911392406,False,True 7494_01,0.6708860759493671,False,False @@ -7117,7 +7117,7 @@ PassengerId,Age,VIP,Transported 7584_02,0.7468354430379747,False,True 7584_03,0.3924050632911392,False,False 7585_01,0.3924050632911392,False,True -7585_02,0.49367088607594933,0.023439340400471142,False +7585_02,0.49367088607594933,False,False 7585_03,0.35443037974683544,False,True 7585_04,0.24050632911392406,False,True 7586_01,0.3670886075949367,False,True @@ -7259,7 +7259,7 @@ PassengerId,Age,VIP,Transported 7760_01,0.4050632911392405,False,False 7761_01,0.2911392405063291,False,True 7761_02,0.06329113924050633,False,True -7763_01,0.17721518987341772,0.023439340400471142,False +7763_01,0.17721518987341772,False,False 7764_01,0.3037974683544304,False,False 7767_01,0.27848101265822783,False,True 7768_01,0.17721518987341772,False,True @@ -7301,7 +7301,7 @@ PassengerId,Age,VIP,Transported 7808_01,0.3291139240506329,False,False 7809_01,0.3291139240506329,False,True 7809_02,0.3291139240506329,False,True -7810_01,0.27848101265822783,0.023439340400471142,False +7810_01,0.27848101265822783,False,False 7812_01,0.3291139240506329,False,False 7813_01,0.34177215189873417,False,False 7815_01,0.34177215189873417,False,True @@ -7341,12 +7341,12 @@ PassengerId,Age,VIP,Transported 7853_01,0.5316455696202531,False,False 7853_02,0.3924050632911392,False,False 7853_03,0.11392405063291139,False,True -7856_01,0.43037974683544306,0.023439340400471142,False +7856_01,0.43037974683544306,False,False 7858_01,0.26582278481012656,False,False 7858_02,0.20253164556962025,False,False 7858_03,0.5063291139240507,False,False 7859_01,0.2911392405063291,False,True -7861_01,0.0759493670886076,0.023439340400471142,False +7861_01,0.0759493670886076,False,False 7863_01,0.21518987341772153,False,True 7864_01,0.46835443037974683,False,True 7865_01,0.37974683544303794,False,True @@ -7385,7 +7385,7 @@ PassengerId,Age,VIP,Transported 7892_01,0.22784810126582278,False,True 7894_01,0.3670886075949367,False,True 7895_01,0.26582278481012656,False,False -7897_01,0.5443037974683544,0.023439340400471142,True +7897_01,0.5443037974683544,False,True 7899_01,0.8734177215189873,False,False 7899_02,0.5063291139240507,False,False 7899_03,0.012658227848101266,False,True @@ -7399,7 +7399,7 @@ PassengerId,Age,VIP,Transported 7904_02,0.3291139240506329,False,True 7905_01,0.3924050632911392,False,False 7905_02,0.6075949367088608,False,True -7905_03,0.3291139240506329,0.023439340400471142,False +7905_03,0.3291139240506329,False,False 7907_01,0.31645569620253167,False,True 7908_01,0.31645569620253167,False,True 7910_01,0.37974683544303794,False,False @@ -7463,7 +7463,7 @@ PassengerId,Age,VIP,Transported 7984_02,0.3037974683544304,False,True 7984_03,0.2911392405063291,False,True 7984_04,0.012658227848101266,False,True -7985_01,0.22784810126582278,0.023439340400471142,True +7985_01,0.22784810126582278,False,True 7986_01,0.26582278481012656,False,False 7987_01,0.5063291139240507,False,False 7988_01,0.620253164556962,False,True @@ -7520,7 +7520,7 @@ PassengerId,Age,VIP,Transported 8038_02,0.3291139240506329,False,True 8042_01,0.26582278481012656,False,False 8043_01,0.569620253164557,False,True -8043_02,0.3670886075949367,0.023439340400471142,True +8043_02,0.3670886075949367,False,True 8043_03,0.49367088607594933,True,True 8043_04,0.46835443037974683,False,True 8046_01,0.27848101265822783,False,True @@ -7591,11 +7591,11 @@ PassengerId,Age,VIP,Transported 8116_01,0.35443037974683544,False,False 8117_01,0.21518987341772153,False,True 8117_02,0.3037974683544304,False,False -8117_03,0.6835443037974683,0.023439340400471142,True +8117_03,0.6835443037974683,False,True 8118_01,0.26582278481012656,False,False 8119_01,0.02531645569620253,False,False 8119_02,0.25316455696202533,False,True -8119_03,0.25316455696202533,0.023439340400471142,False +8119_03,0.25316455696202533,False,False 8120_01,0.45569620253164556,False,True 8121_01,0.31645569620253167,False,True 8122_01,0.7341772151898734,False,False @@ -7737,7 +7737,7 @@ PassengerId,Age,VIP,Transported 8255_01,0.35443037974683544,False,False 8257_01,0.5189873417721519,False,False 8259_01,0.34177215189873417,False,False -8260_01,0.24050632911392406,0.023439340400471142,False +8260_01,0.24050632911392406,False,False 8260_02,0.10126582278481013,False,True 8260_03,0.05063291139240506,False,True 8261_01,0.4810126582278481,False,False @@ -7858,7 +7858,7 @@ PassengerId,Age,VIP,Transported 8383_02,0.0379746835443038,False,False 8383_03,0.0379746835443038,False,True 8383_04,0.0379746835443038,False,True -8383_05,0.10126582278481013,0.023439340400471142,False +8383_05,0.10126582278481013,False,False 8383_06,0.7215189873417721,False,True 8383_07,0.13924050632911392,False,False 8384_01,0.25316455696202533,False,False @@ -7940,7 +7940,7 @@ PassengerId,Age,VIP,Transported 8475_02,0.26582278481012656,False,False 8476_01,0.34177215189873417,False,True 8477_01,0.2911392405063291,False,False -8479_01,0.34177215189873417,0.023439340400471142,False +8479_01,0.34177215189873417,False,False 8480_01,0.620253164556962,False,False 8480_02,0.4810126582278481,False,False 8481_01,0.7594936708860759,False,True @@ -7980,7 +7980,7 @@ PassengerId,Age,VIP,Transported 8536_01,0.35443037974683544,False,False 8537_01,0.5063291139240507,False,True 8537_02,0.49367088607594933,False,False -8537_03,0.20253164556962025,0.023439340400471142,True +8537_03,0.20253164556962025,False,True 8539_01,0.25316455696202533,False,False 8540_01,0.3037974683544304,False,False 8541_01,0.569620253164557,True,False @@ -8008,13 +8008,13 @@ PassengerId,Age,VIP,Transported 8570_01,0.24050632911392406,False,False 8571_01,0.3291139240506329,False,False 8572_01,0.4177215189873418,False,False -8573_01,0.43037974683544306,0.023439340400471142,True +8573_01,0.43037974683544306,False,True 8573_02,0.22784810126582278,False,True 8574_01,0.5063291139240507,False,True 8574_02,0.6708860759493671,False,False 8574_03,0.10126582278481013,False,True 8574_04,0.6835443037974683,False,False -8574_05,0.3670886075949367,0.023439340400471142,True +8574_05,0.3670886075949367,False,True 8577_01,0.7088607594936709,False,True 8580_01,0.26582278481012656,False,False 8581_01,0.31645569620253167,True,True @@ -8031,19 +8031,19 @@ PassengerId,Age,VIP,Transported 8596_01,0.5569620253164557,False,True 8596_02,0.31645569620253167,False,True 8597_01,0.2911392405063291,False,True -8598_01,0.0759493670886076,0.023439340400471142,True +8598_01,0.0759493670886076,False,True 8598_02,0.49367088607594933,False,True 8598_03,0.3291139240506329,False,False 8599_01,0.17721518987341772,False,False 8602_01,0.0379746835443038,False,False -8602_02,0.26582278481012656,0.023439340400471142,False -8602_03,0.3037974683544304,0.023439340400471142,False +8602_02,0.26582278481012656,False,False +8602_03,0.3037974683544304,False,False 8603_01,0.22784810126582278,False,False 8604_01,0.46835443037974683,False,False 8604_02,0.26582278481012656,False,True 8605_01,0.8481012658227848,False,False 8605_02,0.35443037974683544,False,True -8605_03,0.16455696202531644,0.023439340400471142,True +8605_03,0.16455696202531644,False,True 8605_04,0.3291139240506329,False,False 8605_05,0.4177215189873418,False,True 8606_01,0.22784810126582278,False,False @@ -8067,7 +8067,7 @@ PassengerId,Age,VIP,Transported 8620_01,0.4430379746835443,True,False 8623_01,0.18987341772151897,False,False 8624_01,0.5822784810126582,False,False -8624_02,0.0759493670886076,0.023439340400471142,False +8624_02,0.0759493670886076,False,False 8626_01,0.3291139240506329,False,False 8628_01,0.620253164556962,False,False 8629_01,0.35443037974683544,False,True @@ -8078,7 +8078,7 @@ PassengerId,Age,VIP,Transported 8636_01,0.6962025316455696,False,True 8637_01,0.35443037974683544,False,True 8637_02,0.31645569620253167,False,True -8637_03,0.21518987341772153,0.023439340400471142,False +8637_03,0.21518987341772153,False,False 8638_01,0.27848101265822783,False,False 8638_02,0.05063291139240506,False,True 8638_03,0.0379746835443038,False,True @@ -8109,7 +8109,7 @@ PassengerId,Age,VIP,Transported 8659_01,0.24050632911392406,False,True 8661_01,0.24050632911392406,False,False 8663_01,0.17721518987341772,False,True -8663_02,0.5063291139240507,0.023439340400471142,True +8663_02,0.5063291139240507,False,True 8664_01,0.5063291139240507,False,False 8667_01,0.25316455696202533,False,False 8668_01,0.0759493670886076,False,True @@ -8123,7 +8123,7 @@ PassengerId,Age,VIP,Transported 8672_01,0.5063291139240507,False,False 8673_01,0.34177215189873417,False,True 8674_01,0.26582278481012656,False,False -8675_01,0.31645569620253167,0.023439340400471142,True +8675_01,0.31645569620253167,False,True 8680_01,0.5569620253164557,False,False 8681_01,0.43037974683544306,False,False 8681_02,0.012658227848101266,False,True @@ -8143,12 +8143,12 @@ PassengerId,Age,VIP,Transported 8700_01,0.16455696202531644,False,False 8701_01,0.24050632911392406,False,False 8703_01,0.5569620253164557,False,False -8704_01,0.45569620253164556,0.023439340400471142,True +8704_01,0.45569620253164556,False,True 8704_02,0.3670886075949367,False,False 8708_01,0.35443037974683544,False,False 8709_01,0.45569620253164556,False,False -8710_01,0.3037974683544304,0.023439340400471142,False -8712_01,0.17721518987341772,0.023439340400471142,True +8710_01,0.3037974683544304,False,False +8712_01,0.17721518987341772,False,True 8714_01,0.6329113924050633,False,True 8716_01,0.25316455696202533,False,False 8717_01,0.4810126582278481,False,False @@ -8253,7 +8253,7 @@ PassengerId,Age,VIP,Transported 8816_02,0.5569620253164557,False,True 8816_03,0.18987341772151897,False,True 8816_04,0.3670886075949367,False,True -8816_05,0.810126582278481,0.023439340400471142,False +8816_05,0.810126582278481,False,False 8817_01,0.24050632911392406,False,False 8818_01,0.35443037974683544,False,True 8819_01,0.5569620253164557,False,False @@ -8267,7 +8267,7 @@ PassengerId,Age,VIP,Transported 8826_02,0.31645569620253167,False,False 8826_03,0.5822784810126582,False,False 8827_01,0.46835443037974683,False,True -8828_01,0.24050632911392406,0.023439340400471142,True +8828_01,0.24050632911392406,False,True 8830_01,0.3670886075949367,False,False 8830_02,0.26582278481012656,False,True 8831_01,0.16455696202531644,False,True @@ -8276,7 +8276,7 @@ PassengerId,Age,VIP,Transported 8835_01,0.34177215189873417,False,False 8836_01,0.3291139240506329,False,False 8836_02,0.24050632911392406,False,False -8838_01,0.22784810126582278,0.023439340400471142,True +8838_01,0.22784810126582278,False,True 8840_01,0.6329113924050633,False,False 8841_01,0.35443037974683544,False,True 8842_01,0.3037974683544304,False,True @@ -8296,7 +8296,7 @@ PassengerId,Age,VIP,Transported 8860_01,0.25316455696202533,False,True 8860_02,0.08860759493670886,False,True 8860_03,0.26582278481012656,False,True -8860_04,0.4177215189873418,0.023439340400471142,False +8860_04,0.4177215189873418,False,False 8861_01,0.4050632911392405,False,True 8862_01,0.43037974683544306,False,True 8862_02,0.4810126582278481,True,False @@ -8313,7 +8313,7 @@ PassengerId,Age,VIP,Transported 8871_01,0.4177215189873418,False,True 8871_02,0.18987341772151897,False,True 8872_01,0.2911392405063291,False,True -8874_01,0.3037974683544304,0.023439340400471142,False +8874_01,0.3037974683544304,False,False 8876_01,0.5569620253164557,False,True 8878_01,0.27848101265822783,False,False 8880_01,0.35443037974683544,False,True @@ -8364,9 +8364,9 @@ PassengerId,Age,VIP,Transported 8944_02,0.21518987341772153,False,True 8944_03,0.22784810126582278,False,False 8945_01,0.5443037974683544,False,False -8945_02,0.26582278481012656,0.023439340400471142,False +8945_02,0.26582278481012656,False,False 8947_01,0.43037974683544306,False,True -8948_01,0.7215189873417721,0.023439340400471142,False +8948_01,0.7215189873417721,False,False 8948_02,0.22784810126582278,False,True 8954_01,0.9240506329113924,False,False 8955_01,0.3924050632911392,False,False @@ -8427,9 +8427,9 @@ PassengerId,Age,VIP,Transported 8998_02,0.5949367088607594,False,False 8999_01,0.4050632911392405,False,False 9001_01,0.18987341772151897,False,False -9003_01,0.2911392405063291,0.023439340400471142,True +9003_01,0.2911392405063291,False,True 9004_01,0.25316455696202533,False,True -9006_01,0.4177215189873418,0.023439340400471142,True +9006_01,0.4177215189873418,False,True 9007_01,0.22784810126582278,False,False 9008_01,0.3924050632911392,False,False 9008_02,0.31645569620253167,False,False @@ -8493,7 +8493,7 @@ PassengerId,Age,VIP,Transported 9072_03,0.2911392405063291,False,False 9073_01,0.16455696202531644,False,False 9073_02,0.6708860759493671,False,True -9074_01,0.0,0.023439340400471142,True +9074_01,0.0,False,True 9074_02,0.34177215189873417,False,False 9074_03,0.34177215189873417,False,False 9074_04,0.12658227848101267,False,True @@ -8511,7 +8511,7 @@ PassengerId,Age,VIP,Transported 9081_03,0.012658227848101266,False,False 9081_04,0.11392405063291139,False,True 9081_05,0.6075949367088608,False,True -9081_06,0.20253164556962025,0.023439340400471142,False +9081_06,0.20253164556962025,False,False 9081_07,0.34177215189873417,False,True 9081_08,0.0379746835443038,False,True 9084_01,0.31645569620253167,False,False @@ -8541,7 +8541,7 @@ PassengerId,Age,VIP,Transported 9118_02,0.810126582278481,False,True 9119_01,0.20253164556962025,False,False 9120_01,0.16455696202531644,False,False -9122_01,0.6962025316455696,0.023439340400471142,False +9122_01,0.6962025316455696,False,False 9124_01,0.3291139240506329,False,False 9125_01,0.2911392405063291,False,True 9125_02,0.6962025316455696,False,True @@ -8629,7 +8629,7 @@ PassengerId,Age,VIP,Transported 9203_01,0.27848101265822783,False,True 9205_01,0.46835443037974683,False,True 9205_02,0.18987341772151897,False,True -9205_03,0.6582278481012658,0.023439340400471142,True +9205_03,0.6582278481012658,False,True 9208_01,0.4430379746835443,False,True 9208_02,0.5063291139240507,False,False 9211_01,0.7594936708860759,False,False @@ -8665,7 +8665,7 @@ PassengerId,Age,VIP,Transported 9244_01,0.16455696202531644,False,True 9246_01,0.4050632911392405,False,True 9247_01,0.4177215189873418,False,False -9248_01,0.4810126582278481,0.023439340400471142,True +9248_01,0.4810126582278481,False,True 9250_01,0.3670886075949367,False,True 9251_01,0.31645569620253167,False,True 9252_01,0.3291139240506329,False,True