From 14eee2b017dfbd0b289548a26cf79b9ff3d31ed7 Mon Sep 17 00:00:00 2001 From: Daniel Puente Date: Sun, 19 Dec 2021 13:43:08 +0100 Subject: [PATCH 1/3] Added support for unify acc and mse #31 --- .../plot_csv_percent.py | 48 +++++++++++++++---- 1 file changed, 40 insertions(+), 8 deletions(-) diff --git a/Instance Selection Algorithms/plot_csv_percent.py b/Instance Selection Algorithms/plot_csv_percent.py index 991afec..e27d4d8 100644 --- a/Instance Selection Algorithms/plot_csv_percent.py +++ b/Instance Selection Algorithms/plot_csv_percent.py @@ -15,7 +15,7 @@ def test_unlabeled(dataset): folder = './test_unlabeled/' files = next(walk(folder), (None, None, []))[2] - + for file in files: if '.csv' in file and ('KNN' in file or 'Tree' in file): name = folder + file @@ -47,11 +47,11 @@ def test_unlabeled(dataset): axs[0, 0].set_ylabel('KNN') axs[1, 0].set_ylabel('Tree') - axs[1, 0].set_xlabel("Precision") - axs[1, 1].set_xlabel("Precision") + axs[1, 0].set_xlabel("So much per one labeled") + axs[1, 1].set_xlabel("So much per one labeled") plt.tight_layout() - plt.savefig(folder+dataset) + plt.savefig(folder + dataset) plt.show() @@ -61,13 +61,45 @@ def plot_self_tarining(dataset): print(datasets) +def plot_unlabeled_to_one(): + df_knn_acc = pd.read_csv( + './test_unlabeled/test_unlabeled_cross_validation_KNN_acc.csv') + df_knn_mse = pd.read_csv( + './test_unlabeled/test_unlabeled_cross_validation_KNN_mse.csv') + df_tree_acc = pd.read_csv( + './test_unlabeled/test_unlabeled_cross_validation_Tree_acc.csv') + df_tree_mse = pd.read_csv( + './test_unlabeled/test_unlabeled_cross_validation_Tree_mse.csv') + + knn_acc = df_knn_acc.to_numpy() + knn_mse = df_knn_mse.to_numpy() + tree_acc = df_tree_acc.to_numpy() + tree_mse = df_tree_mse.to_numpy() + datasets = [knn_acc, knn_mse, tree_acc, tree_mse] + str_datasets = ['KNN_acc', 'KNN_mse', 'Tree_acc', 'Tree_mse'] + + precision = np.array(df_knn_acc.keys()[1:]) + precision = np.asfarray(precision) + + for index, dataset in enumerate(datasets): + + fig, ax = plt.subplots(figsize=(10, 10)) + for d in dataset: + plt.plot(precision, d[1:]) + ax.set_xlabel("So much per one labeled") + ax.set_ylabel('Correct prediction') + ax.set_title(str_datasets[index]) + + plt.tight_layout() + plt.savefig(f'./test_unlabeled/all_in_one_{str_datasets[index]}') + + if __name__ == '__main__': parser = argparse.ArgumentParser() parser.add_argument('--d', nargs=1) args = parser.parse_args() dataset = 'page-blocks' if args.d is None else str(args.d[0]) - test_unlabeled(dataset) - #plot_self_tarining(dataset) - - + # test_unlabeled(dataset) + # plot_self_tarining(dataset) + plot_unlabeled_to_one() From 5bb58ee45cada57505281db73582dcb096ba51f7 Mon Sep 17 00:00:00 2001 From: Daniel Puente Date: Sun, 19 Dec 2021 13:43:37 +0100 Subject: [PATCH 2/3] Added all in one plots #31 --- .../test_unlabeled/all_in_one_KNN_acc.png | Bin 0 -> 74977 bytes .../test_unlabeled/all_in_one_KNN_mse.png | Bin 0 -> 46662 bytes 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36813 -> 38449 bytes .../test_unlabeled/page-blocks.png | Bin 34375 -> 36032 bytes .../test_unlabeled/phoneme.png | Bin 38835 -> 40481 bytes .../test_unlabeled/segment.png | Bin 27251 -> 28927 bytes .../test_unlabeled/texture.png | Bin 32308 -> 33986 bytes .../test_unlabeled/titanic.png | Bin 45218 -> 46845 bytes .../test_unlabeled/whinequality-red.png | Bin 35392 -> 37081 bytes .../test_unlabeled/whinequality-white.png | Bin 35938 -> 37569 bytes .../test_unlabeled/yeast.png | Bin 35248 -> 36925 bytes 10 files changed, 0 insertions(+), 0 deletions(-) diff --git a/Instance Selection Algorithms/test_unlabeled/banana.png b/Instance Selection Algorithms/test_unlabeled/banana.png index 2cf4e36bf19d5bec0391cc838451926c970d9a56..c7dda89050a52a359c33693485c15cde5c7b2ef3 100644 GIT binary patch literal 33078 zcmb@u2RxVm{y%&nBV=S{WLNeoL{^9*WJ^}c9$96tY?73bD1?NNoxQTj$lgK-*?Zlu ztMmPxbN=@^=Xc-dao;^UkMD`k=lWcq>w3RmujhJQA$OGJ&*0PGBM5Tl)=gP81i|z{ 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