| \n", + " | N | \n", + "P | \n", + "K | \n", + "temperature | \n", + "humidity | \n", + "ph | \n", + "rainfall | \n", + "
|---|---|---|---|---|---|---|---|
| count | \n", + "2200.000000 | \n", + "2200.000000 | \n", + "2200.000000 | \n", + "2200.000000 | \n", + "2200.000000 | \n", + "2200.000000 | \n", + "2200.000000 | \n", + "
| mean | \n", + "50.551818 | \n", + "53.362727 | \n", + "48.149091 | \n", + "25.616244 | \n", + "71.481779 | \n", + "6.469480 | \n", + "103.463655 | \n", + "
| std | \n", + "36.917334 | \n", + "32.985883 | \n", + "50.647931 | \n", + "5.063749 | \n", + "22.263812 | \n", + "0.773938 | \n", + "54.958389 | \n", + "
| min | \n", + "0.000000 | \n", + "5.000000 | \n", + "5.000000 | \n", + "8.825675 | \n", + "14.258040 | \n", + "3.504752 | \n", + "20.211267 | \n", + "
| 25% | \n", + "21.000000 | \n", + "28.000000 | \n", + "20.000000 | \n", + "22.769375 | \n", + "60.261953 | \n", + "5.971693 | \n", + "64.551686 | \n", + "
| 50% | \n", + "37.000000 | \n", + "51.000000 | \n", + "32.000000 | \n", + "25.598693 | \n", + "80.473146 | \n", + "6.425045 | \n", + "94.867624 | \n", + "
| 75% | \n", + "84.250000 | \n", + "68.000000 | \n", + "49.000000 | \n", + "28.561654 | \n", + "89.948771 | \n", + "6.923643 | \n", + "124.267508 | \n", + "
| max | \n", + "140.000000 | \n", + "145.000000 | \n", + "205.000000 | \n", + "43.675493 | \n", + "99.981876 | \n", + "9.935091 | \n", + "298.560117 | \n", + "
| \n", + " | N | \n", + "P | \n", + "K | \n", + "temperature | \n", + "humidity | \n", + "ph | \n", + "rainfall | \n", + "label | \n", + "
|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "90 | \n", + "42 | \n", + "43 | \n", + "20.879744 | \n", + "82.002744 | \n", + "6.502985 | \n", + "202.935536 | \n", + "rice | \n", + "
| 1 | \n", + "85 | \n", + "58 | \n", + "41 | \n", + "21.770462 | \n", + "80.319644 | \n", + "7.038096 | \n", + "226.655537 | \n", + "rice | \n", + "
| 2 | \n", + "60 | \n", + "55 | \n", + "44 | \n", + "23.004459 | \n", + "82.320763 | \n", + "7.840207 | \n", + "263.964248 | \n", + "rice | \n", + "
| 3 | \n", + "74 | \n", + "35 | \n", + "40 | \n", + "26.491096 | \n", + "80.158363 | \n", + "6.980401 | \n", + "242.864034 | \n", + "rice | \n", + "
| 4 | \n", + "78 | \n", + "42 | \n", + "42 | \n", + "20.130175 | \n", + "81.604873 | \n", + "7.628473 | \n", + "262.717340 | \n", + "rice | \n", + "
| \n", + " | N | \n", + "P | \n", + "K | \n", + "temperature | \n", + "ph | \n", + "humidity | \n", + "rainfall | \n", + "
|---|---|---|---|---|---|---|---|
| 0 | \n", + "90 | \n", + "42 | \n", + "43 | \n", + "20.879744 | \n", + "6.502985 | \n", + "82.002744 | \n", + "202.935536 | \n", + "
| 1 | \n", + "85 | \n", + "58 | \n", + "41 | \n", + "21.770462 | \n", + "7.038096 | \n", + "80.319644 | \n", + "226.655537 | \n", + "
| 2 | \n", + "60 | \n", + "55 | \n", + "44 | \n", + "23.004459 | \n", + "7.840207 | \n", + "82.320763 | \n", + "263.964248 | \n", + "
| 3 | \n", + "74 | \n", + "35 | \n", + "40 | \n", + "26.491096 | \n", + "6.980401 | \n", + "80.158363 | \n", + "242.864034 | \n", + "
| 4 | \n", + "78 | \n", + "42 | \n", + "42 | \n", + "20.130175 | \n", + "7.628473 | \n", + "81.604873 | \n", + "262.717340 | \n", + "
| \n", + " | City | \n", + "Date | \n", + "PM2.5 | \n", + "PM10 | \n", + "NO | \n", + "NO2 | \n", + "NOx | \n", + "NH3 | \n", + "CO | \n", + "SO2 | \n", + "O3 | \n", + "Benzene | \n", + "Toluene | \n", + "Xylene | \n", + "AQI | \n", + "AQI_Bucket | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "Ahmedabad | \n", + "2015-01-01 | \n", + "NaN | \n", + "NaN | \n", + "0.92 | \n", + "18.22 | \n", + "17.15 | \n", + "NaN | \n", + "0.92 | \n", + "27.64 | \n", + "133.36 | \n", + "0.00 | \n", + "0.02 | \n", + "0.00 | \n", + "NaN | \n", + "NaN | \n", + "
| 1 | \n", + "Ahmedabad | \n", + "2015-01-02 | \n", + "NaN | \n", + "NaN | \n", + "0.97 | \n", + "15.69 | \n", + "16.46 | \n", + "NaN | \n", + "0.97 | \n", + "24.55 | \n", + "34.06 | \n", + "3.68 | \n", + "5.50 | \n", + "3.77 | \n", + "NaN | \n", + "NaN | \n", + "
| 2 | \n", + "Ahmedabad | \n", + "2015-01-03 | \n", + "NaN | \n", + "NaN | \n", + "17.40 | \n", + "19.30 | \n", + "29.70 | \n", + "NaN | \n", + "17.40 | \n", + "29.07 | \n", + "30.70 | \n", + "6.80 | \n", + "16.40 | \n", + "2.25 | \n", + "NaN | \n", + "NaN | \n", + "
| 3 | \n", + "Ahmedabad | \n", + "2015-01-04 | \n", + "NaN | \n", + "NaN | \n", + "1.70 | \n", + "18.48 | \n", + "17.97 | \n", + "NaN | \n", + "1.70 | \n", + "18.59 | \n", + "36.08 | \n", + "4.43 | \n", + "10.14 | \n", + "1.00 | \n", + "NaN | \n", + "NaN | \n", + "
| 4 | \n", + "Ahmedabad | \n", + "2015-01-05 | \n", + "NaN | \n", + "NaN | \n", + "22.10 | \n", + "21.42 | \n", + "37.76 | \n", + "NaN | \n", + "22.10 | \n", + "39.33 | \n", + "39.31 | \n", + "7.01 | \n", + "18.89 | \n", + "2.78 | \n", + "NaN | \n", + "NaN | \n", + "
| \n", + " | City | \n", + "Date | \n", + "PM2.5 | \n", + "PM10 | \n", + "NO | \n", + "NO2 | \n", + "NOx | \n", + "NH3 | \n", + "CO | \n", + "SO2 | \n", + "O3 | \n", + "Benzene | \n", + "Toluene | \n", + "Xylene | \n", + "AQI | \n", + "AQI_Bucket | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "0 | \n", + "2015-01-01 | \n", + "67.450578 | \n", + "118.127103 | \n", + "0.92000 | \n", + "18.22 | \n", + "17.15 | \n", + "23.483476 | \n", + "0.920000 | \n", + "27.64 | \n", + "133.36 | \n", + "0.00 | \n", + "0.02 | \n", + "0.00 | \n", + "166.463581 | \n", + "6 | \n", + "
| 1 | \n", + "0 | \n", + "2015-01-02 | \n", + "67.450578 | \n", + "118.127103 | \n", + "0.97000 | \n", + "15.69 | \n", + "16.46 | \n", + "23.483476 | \n", + "0.970000 | \n", + "24.55 | \n", + "34.06 | \n", + "3.68 | \n", + "5.50 | \n", + "3.77 | \n", + "166.463581 | \n", + "6 | \n", + "
| 2 | \n", + "0 | \n", + "2015-01-03 | \n", + "67.450578 | \n", + "118.127103 | \n", + "17.40000 | \n", + "19.30 | \n", + "29.70 | \n", + "23.483476 | \n", + "17.400000 | \n", + "29.07 | \n", + "30.70 | \n", + "6.80 | \n", + "16.40 | \n", + "2.25 | \n", + "166.463581 | \n", + "6 | \n", + "
| 3 | \n", + "0 | \n", + "2015-01-04 | \n", + "67.450578 | \n", + "118.127103 | \n", + "1.70000 | \n", + "18.48 | \n", + "17.97 | \n", + "23.483476 | \n", + "1.700000 | \n", + "18.59 | \n", + "36.08 | \n", + "4.43 | \n", + "10.14 | \n", + "1.00 | \n", + "166.463581 | \n", + "6 | \n", + "
| 4 | \n", + "0 | \n", + "2015-01-05 | \n", + "67.450578 | \n", + "118.127103 | \n", + "22.10000 | \n", + "21.42 | \n", + "37.76 | \n", + "23.483476 | \n", + "22.100000 | \n", + "39.33 | \n", + "39.31 | \n", + "7.01 | \n", + "18.89 | \n", + "2.78 | \n", + "166.463581 | \n", + "6 | \n", + "
| 5 | \n", + "0 | \n", + "2015-01-06 | \n", + "67.450578 | \n", + "118.127103 | \n", + "45.41000 | \n", + "38.48 | \n", + "81.50 | \n", + "23.483476 | \n", + "45.410000 | \n", + "45.76 | \n", + "46.51 | \n", + "5.42 | \n", + "10.83 | \n", + "1.93 | \n", + "166.463581 | \n", + "6 | \n", + "
| 6 | \n", + "0 | \n", + "2015-01-07 | \n", + "67.450578 | \n", + "118.127103 | \n", + "112.16000 | \n", + "40.62 | \n", + "130.77 | \n", + "23.483476 | \n", + "112.160000 | \n", + "32.28 | \n", + "33.47 | \n", + "0.00 | \n", + "0.00 | \n", + "0.00 | \n", + "166.463581 | \n", + "6 | \n", + "
| 7 | \n", + "0 | \n", + "2015-01-08 | \n", + "67.450578 | \n", + "118.127103 | \n", + "80.87000 | \n", + "36.74 | \n", + "96.75 | \n", + "23.483476 | \n", + "80.870000 | \n", + "38.54 | \n", + "31.89 | \n", + "0.00 | \n", + "0.00 | \n", + "0.00 | \n", + "166.463581 | \n", + "6 | \n", + "
| 8 | \n", + "0 | \n", + "2015-01-09 | \n", + "67.450578 | \n", + "118.127103 | \n", + "29.16000 | \n", + "31.00 | \n", + "48.00 | \n", + "23.483476 | \n", + "29.160000 | \n", + "58.68 | \n", + "25.75 | \n", + "0.00 | \n", + "0.00 | \n", + "0.00 | \n", + "166.463581 | \n", + "6 | \n", + "
| 9 | \n", + "0 | \n", + "2015-01-10 | \n", + "67.450578 | \n", + "118.127103 | \n", + "17.57473 | \n", + "7.04 | \n", + "0.00 | \n", + "23.483476 | \n", + "2.248598 | \n", + "8.29 | \n", + "4.55 | \n", + "0.00 | \n", + "0.00 | \n", + "0.00 | \n", + "166.463581 | \n", + "6 | \n", + "
RandomForestRegressor(max_depth=50, random_state=0)In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
RandomForestRegressor(max_depth=50, random_state=0)
| \n", + " | Date | \n", + "Location | \n", + "MinTemp | \n", + "MaxTemp | \n", + "Rainfall | \n", + "Evaporation | \n", + "Sunshine | \n", + "WindGustDir | \n", + "WindGustSpeed | \n", + "WindDir9am | \n", + "... | \n", + "Humidity9am | \n", + "Humidity3pm | \n", + "Pressure9am | \n", + "Pressure3pm | \n", + "Cloud9am | \n", + "Cloud3pm | \n", + "Temp9am | \n", + "Temp3pm | \n", + "RainToday | \n", + "RainTomorrow | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "2008-12-01 | \n", + "Albury | \n", + "13.4 | \n", + "22.9 | \n", + "0.6 | \n", + "NaN | \n", + "NaN | \n", + "W | \n", + "44.0 | \n", + "W | \n", + "... | \n", + "71.0 | \n", + "22.0 | \n", + "1007.7 | \n", + "1007.1 | \n", + "8.0 | \n", + "NaN | \n", + "16.9 | \n", + "21.8 | \n", + "No | \n", + "No | \n", + "
| 1 | \n", + "2008-12-02 | \n", + "Albury | \n", + "7.4 | \n", + "25.1 | \n", + "0.0 | \n", + "NaN | \n", + "NaN | \n", + "WNW | \n", + "44.0 | \n", + "NNW | \n", + "... | \n", + "44.0 | \n", + "25.0 | \n", + "1010.6 | \n", + "1007.8 | \n", + "NaN | \n", + "NaN | \n", + "17.2 | \n", + "24.3 | \n", + "No | \n", + "No | \n", + "
| 2 | \n", + "2008-12-03 | \n", + "Albury | \n", + "12.9 | \n", + "25.7 | \n", + "0.0 | \n", + "NaN | \n", + "NaN | \n", + "WSW | \n", + "46.0 | \n", + "W | \n", + "... | \n", + "38.0 | \n", + "30.0 | \n", + "1007.6 | \n", + "1008.7 | \n", + "NaN | \n", + "2.0 | \n", + "21.0 | \n", + "23.2 | \n", + "No | \n", + "No | \n", + "
| 3 | \n", + "2008-12-04 | \n", + "Albury | \n", + "9.2 | \n", + "28.0 | \n", + "0.0 | \n", + "NaN | \n", + "NaN | \n", + "NE | \n", + "24.0 | \n", + "SE | \n", + "... | \n", + "45.0 | \n", + "16.0 | \n", + "1017.6 | \n", + "1012.8 | \n", + "NaN | \n", + "NaN | \n", + "18.1 | \n", + "26.5 | \n", + "No | \n", + "No | \n", + "
| 4 | \n", + "2008-12-05 | \n", + "Albury | \n", + "17.5 | \n", + "32.3 | \n", + "1.0 | \n", + "NaN | \n", + "NaN | \n", + "W | \n", + "41.0 | \n", + "ENE | \n", + "... | \n", + "82.0 | \n", + "33.0 | \n", + "1010.8 | \n", + "1006.0 | \n", + "7.0 | \n", + "8.0 | \n", + "17.8 | \n", + "29.7 | \n", + "No | \n", + "No | \n", + "
5 rows Γ 23 columns
\n", + "| \n", + " | Date | \n", + "Location | \n", + "MinTemp | \n", + "MaxTemp | \n", + "Rainfall | \n", + "Evaporation | \n", + "Sunshine | \n", + "WindGustDir | \n", + "WindGustSpeed | \n", + "WindDir9am | \n", + "... | \n", + "Humidity9am | \n", + "Humidity3pm | \n", + "Pressure9am | \n", + "Pressure3pm | \n", + "Cloud9am | \n", + "Cloud3pm | \n", + "Temp9am | \n", + "Temp3pm | \n", + "RainToday | \n", + "RainTomorrow | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145455 | \n", + "2017-06-21 | \n", + "Uluru | \n", + "2.8 | \n", + "23.4 | \n", + "0.0 | \n", + "NaN | \n", + "NaN | \n", + "E | \n", + "31.0 | \n", + "SE | \n", + "... | \n", + "51.0 | \n", + "24.0 | \n", + "1024.6 | \n", + "1020.3 | \n", + "NaN | \n", + "NaN | \n", + "10.1 | \n", + "22.4 | \n", + "No | \n", + "No | \n", + "
| 145456 | \n", + "2017-06-22 | \n", + "Uluru | \n", + "3.6 | \n", + "25.3 | \n", + "0.0 | \n", + "NaN | \n", + "NaN | \n", + "NNW | \n", + "22.0 | \n", + "SE | \n", + "... | \n", + "56.0 | \n", + "21.0 | \n", + "1023.5 | \n", + "1019.1 | \n", + "NaN | \n", + "NaN | \n", + "10.9 | \n", + "24.5 | \n", + "No | \n", + "No | \n", + "
| 145457 | \n", + "2017-06-23 | \n", + "Uluru | \n", + "5.4 | \n", + "26.9 | \n", + "0.0 | \n", + "NaN | \n", + "NaN | \n", + "N | \n", + "37.0 | \n", + "SE | \n", + "... | \n", + "53.0 | \n", + "24.0 | \n", + "1021.0 | \n", + "1016.8 | \n", + "NaN | \n", + "NaN | \n", + "12.5 | \n", + "26.1 | \n", + "No | \n", + "No | \n", + "
| 145458 | \n", + "2017-06-24 | \n", + "Uluru | \n", + "7.8 | \n", + "27.0 | \n", + "0.0 | \n", + "NaN | \n", + "NaN | \n", + "SE | \n", + "28.0 | \n", + "SSE | \n", + "... | \n", + "51.0 | \n", + "24.0 | \n", + "1019.4 | \n", + "1016.5 | \n", + "3.0 | \n", + "2.0 | \n", + "15.1 | \n", + "26.0 | \n", + "No | \n", + "No | \n", + "
| 145459 | \n", + "2017-06-25 | \n", + "Uluru | \n", + "14.9 | \n", + "NaN | \n", + "0.0 | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "ESE | \n", + "... | \n", + "62.0 | \n", + "36.0 | \n", + "1020.2 | \n", + "1017.9 | \n", + "8.0 | \n", + "8.0 | \n", + "15.0 | \n", + "20.9 | \n", + "No | \n", + "NaN | \n", + "
5 rows Γ 23 columns
\n", + "| \n", + " | MinTemp | \n", + "MaxTemp | \n", + "Rainfall | \n", + "Evaporation | \n", + "Sunshine | \n", + "WindGustSpeed | \n", + "WindSpeed9am | \n", + "WindSpeed3pm | \n", + "Humidity9am | \n", + "Humidity3pm | \n", + "Pressure9am | \n", + "Pressure3pm | \n", + "Cloud9am | \n", + "Cloud3pm | \n", + "Temp9am | \n", + "Temp3pm | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MinTemp | \n", + "1.000000 | \n", + "0.733400 | \n", + "0.102706 | \n", + "0.263250 | \n", + "0.034775 | \n", + "0.172553 | \n", + "0.173404 | \n", + "0.173058 | \n", + "-0.230970 | \n", + "0.005995 | \n", + "-0.423584 | \n", + "-0.433147 | \n", + "0.049293 | \n", + "0.014844 | \n", + "0.897692 | \n", + "0.699211 | \n", + "
| MaxTemp | \n", + "0.733400 | \n", + "1.000000 | \n", + "-0.074040 | \n", + "0.328974 | \n", + "0.233493 | \n", + "0.065895 | \n", + "0.014294 | \n", + "0.049717 | \n", + "-0.497927 | \n", + "-0.498760 | \n", + "-0.308309 | \n", + "-0.396622 | \n", + "-0.174609 | \n", + "-0.161461 | \n", + "0.879170 | \n", + "0.968713 | \n", + "
| Rainfall | \n", + "0.102706 | \n", + "-0.074040 | \n", + "1.000000 | \n", + "-0.028580 | \n", + "-0.125236 | \n", + "0.126446 | \n", + "0.085925 | \n", + "0.056527 | \n", + "0.221380 | \n", + "0.248905 | \n", + "-0.159055 | \n", + "-0.119541 | \n", + "0.133378 | \n", + "0.110850 | \n", + "0.011069 | \n", + "-0.077684 | \n", + "
| Evaporation | \n", + "0.263250 | \n", + "0.328974 | \n", + "-0.028580 | \n", + "1.000000 | \n", + "0.152067 | \n", + "0.112185 | \n", + "0.107306 | \n", + "0.070449 | \n", + "-0.281094 | \n", + "-0.215943 | \n", + "-0.160841 | \n", + "-0.175323 | \n", + "-0.085556 | \n", + "-0.083914 | \n", + "0.310475 | \n", + "0.319016 | \n", + "
| Sunshine | \n", + "0.034775 | \n", + "0.233493 | \n", + "-0.125236 | \n", + "0.152067 | \n", + "1.000000 | \n", + "-0.018850 | \n", + "0.002723 | \n", + "0.024119 | \n", + "-0.248893 | \n", + "-0.317475 | \n", + "0.023789 | \n", + "-0.009485 | \n", + "-0.299892 | \n", + "-0.309680 | \n", + "0.146215 | \n", + "0.246210 | \n", + "
| WindGustSpeed | \n", + "0.172553 | \n", + "0.065895 | \n", + "0.126446 | \n", + "0.112185 | \n", + "-0.018850 | \n", + "1.000000 | \n", + "0.577319 | \n", + "0.657243 | \n", + "-0.207964 | \n", + "-0.025355 | \n", + "-0.425760 | \n", + "-0.383938 | \n", + "0.042596 | \n", + "0.060980 | \n", + "0.145904 | \n", + "0.031884 | \n", + "
| WindSpeed9am | \n", + "0.173404 | \n", + "0.014294 | \n", + "0.085925 | \n", + "0.107306 | \n", + "0.002723 | \n", + "0.577319 | \n", + "1.000000 | \n", + "0.512427 | \n", + "-0.268271 | \n", + "-0.030887 | \n", + "-0.215339 | \n", + "-0.165388 | \n", + "0.014044 | \n", + "0.032633 | \n", + "0.127592 | \n", + "0.004476 | \n", + "
| WindSpeed3pm | \n", + "0.173058 | \n", + "0.049717 | \n", + "0.056527 | \n", + "0.070449 | \n", + "0.024119 | \n", + "0.657243 | \n", + "0.512427 | \n", + "1.000000 | \n", + "-0.143458 | \n", + "0.016275 | \n", + "-0.277604 | \n", + "-0.239659 | \n", + "0.034715 | \n", + "0.013838 | \n", + "0.161060 | \n", + "0.027587 | \n", + "
| Humidity9am | \n", + "-0.230970 | \n", + "-0.497927 | \n", + "0.221380 | \n", + "-0.281094 | \n", + "-0.248893 | \n", + "-0.207964 | \n", + "-0.268271 | \n", + "-0.143458 | \n", + "1.000000 | \n", + "0.659072 | \n", + "0.131503 | \n", + "0.176009 | \n", + "0.275274 | \n", + "0.209483 | \n", + "-0.469641 | \n", + "-0.490709 | \n", + "
| Humidity3pm | \n", + "0.005995 | \n", + "-0.498760 | \n", + "0.248905 | \n", + "-0.215943 | \n", + "-0.317475 | \n", + "-0.025355 | \n", + "-0.030887 | \n", + "0.016275 | \n", + "0.659072 | \n", + "1.000000 | \n", + "-0.025848 | \n", + "0.048695 | \n", + "0.311540 | \n", + "0.312866 | \n", + "-0.216964 | \n", + "-0.555608 | \n", + "
| Pressure9am | \n", + "-0.423584 | \n", + "-0.308309 | \n", + "-0.159055 | \n", + "-0.160841 | \n", + "0.023789 | \n", + "-0.425760 | \n", + "-0.215339 | \n", + "-0.277604 | \n", + "0.131503 | \n", + "-0.025848 | \n", + "1.000000 | \n", + "0.959662 | \n", + "-0.079608 | \n", + "-0.087609 | \n", + "-0.397131 | \n", + "-0.265532 | \n", + "
| Pressure3pm | \n", + "-0.433147 | \n", + "-0.396622 | \n", + "-0.119541 | \n", + "-0.175323 | \n", + "-0.009485 | \n", + "-0.383938 | \n", + "-0.165388 | \n", + "-0.239659 | \n", + "0.176009 | \n", + "0.048695 | \n", + "0.959662 | \n", + "1.000000 | \n", + "-0.037667 | \n", + "-0.050163 | \n", + "-0.441459 | \n", + "-0.360707 | \n", + "
| Cloud9am | \n", + "0.049293 | \n", + "-0.174609 | \n", + "0.133378 | \n", + "-0.085556 | \n", + "-0.299892 | \n", + "0.042596 | \n", + "0.014044 | \n", + "0.034715 | \n", + "0.275274 | \n", + "0.311540 | \n", + "-0.079608 | \n", + "-0.037667 | \n", + "1.000000 | \n", + "0.336379 | \n", + "-0.083728 | \n", + "-0.179941 | \n", + "
| Cloud3pm | \n", + "0.014844 | \n", + "-0.161461 | \n", + "0.110850 | \n", + "-0.083914 | \n", + "-0.309680 | \n", + "0.060980 | \n", + "0.032633 | \n", + "0.013838 | \n", + "0.209483 | \n", + "0.312866 | \n", + "-0.087609 | \n", + "-0.050163 | \n", + "0.336379 | \n", + "1.000000 | \n", + "-0.074772 | \n", + "-0.188620 | \n", + "
| Temp9am | \n", + "0.897692 | \n", + "0.879170 | \n", + "0.011069 | \n", + "0.310475 | \n", + "0.146215 | \n", + "0.145904 | \n", + "0.127592 | \n", + "0.161060 | \n", + "-0.469641 | \n", + "-0.216964 | \n", + "-0.397131 | \n", + "-0.441459 | \n", + "-0.083728 | \n", + "-0.074772 | \n", + "1.000000 | \n", + "0.846141 | \n", + "
| Temp3pm | \n", + "0.699211 | \n", + "0.968713 | \n", + "-0.077684 | \n", + "0.319016 | \n", + "0.246210 | \n", + "0.031884 | \n", + "0.004476 | \n", + "0.027587 | \n", + "-0.490709 | \n", + "-0.555608 | \n", + "-0.265532 | \n", + "-0.360707 | \n", + "-0.179941 | \n", + "-0.188620 | \n", + "0.846141 | \n", + "1.000000 | \n", + "
XGBClassifier(base_score=None, booster=None, callbacks=None,\n", + " colsample_bylevel=None, colsample_bynode=None,\n", + " colsample_bytree=None, early_stopping_rounds=None,\n", + " enable_categorical=False, eval_metric=None, feature_types=None,\n", + " gamma=None, gpu_id=None, grow_policy=None, importance_type=None,\n", + " interaction_constraints=None, learning_rate=None, max_bin=None,\n", + " max_cat_threshold=None, max_cat_to_onehot=None,\n", + " max_delta_step=None, max_depth=None, max_leaves=None,\n", + " min_child_weight=None, missing=nan, monotone_constraints=None,\n", + " n_estimators=100, n_jobs=None, num_parallel_tree=None,\n", + " predictor=None, random_state=None, ...)In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
XGBClassifier(base_score=None, booster=None, callbacks=None,\n", + " colsample_bylevel=None, colsample_bynode=None,\n", + " colsample_bytree=None, early_stopping_rounds=None,\n", + " enable_categorical=False, eval_metric=None, feature_types=None,\n", + " gamma=None, gpu_id=None, grow_policy=None, importance_type=None,\n", + " interaction_constraints=None, learning_rate=None, max_bin=None,\n", + " max_cat_threshold=None, max_cat_to_onehot=None,\n", + " max_delta_step=None, max_depth=None, max_leaves=None,\n", + " min_child_weight=None, missing=nan, monotone_constraints=None,\n", + " n_estimators=100, n_jobs=None, num_parallel_tree=None,\n", + " predictor=None, random_state=None, ...)