Run 8883047

Task 167132 (Supervised Classification) Speech Uploaded 11-03-2018 by Nathan Cassee
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads

Issue	#Downvotes for this reason	By

Flow

sklearn.ensemble.voting_classifier.VotingClassifier(lr=sklearn.pipeline.Pip eline(scaler=sklearn.preprocessing.data.StandardScaler,pca=sklearn.decompos ition.pca.PCA,reg=sklearn.linear_model.logistic.LogisticRegression),knn=skl earn.neighbors.classification.KNeighborsClassifier,gb=sklearn.pipeline.Pipe line(clf=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier))(1)	Automatically created scikit-learn flow.
sklearn.preprocessing.data.StandardScaler(5)_copy	true
sklearn.preprocessing.data.StandardScaler(5)_with_mean	true
sklearn.preprocessing.data.StandardScaler(5)_with_std	true
sklearn.neighbors.classification.KNeighborsClassifier(20)_algorithm	"auto"
sklearn.neighbors.classification.KNeighborsClassifier(20)_leaf_size	30
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric	"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric_params	null
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_jobs	1
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_neighbors	21
sklearn.neighbors.classification.KNeighborsClassifier(20)_p	2
sklearn.neighbors.classification.KNeighborsClassifier(20)_weights	"uniform"
sklearn.linear_model.logistic.LogisticRegression(10)_C	0.07743
sklearn.linear_model.logistic.LogisticRegression(10)_class_weight	null
sklearn.linear_model.logistic.LogisticRegression(10)_dual	false
sklearn.linear_model.logistic.LogisticRegression(10)_fit_intercept	true
sklearn.linear_model.logistic.LogisticRegression(10)_intercept_scaling	1
sklearn.linear_model.logistic.LogisticRegression(10)_max_iter	100
sklearn.linear_model.logistic.LogisticRegression(10)_multi_class	"ovr"
sklearn.linear_model.logistic.LogisticRegression(10)_n_jobs	-1
sklearn.linear_model.logistic.LogisticRegression(10)_penalty	"l2"
sklearn.linear_model.logistic.LogisticRegression(10)_random_state	62450
sklearn.linear_model.logistic.LogisticRegression(10)_solver	"newton-cg"
sklearn.linear_model.logistic.LogisticRegression(10)_tol	0.0001
sklearn.linear_model.logistic.LogisticRegression(10)_verbose	0
sklearn.linear_model.logistic.LogisticRegression(10)_warm_start	false
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_criterion	"friedman_mse"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_init	null
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_learning_rate	12575
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_loss	"deviance"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_max_depth	1
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_max_features	null
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_max_leaf_nodes	null
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_min_impurity_decrease	0.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_min_impurity_split	null
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_min_samples_leaf	1
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_min_samples_split	0.0025
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_min_weight_fraction_leaf	0.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_n_estimators	273
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_presort	"auto"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_random_state	25798
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_subsample	1.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_verbose	0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_warm_start	false
sklearn.decomposition.pca.PCA(2)_copy	true
sklearn.decomposition.pca.PCA(2)_iterated_power	"auto"
sklearn.decomposition.pca.PCA(2)_n_components	4
sklearn.decomposition.pca.PCA(2)_random_state	3521
sklearn.decomposition.pca.PCA(2)_svd_solver	"auto"
sklearn.decomposition.pca.PCA(2)_tol	0.0
sklearn.decomposition.pca.PCA(2)_whiten	false
sklearn.pipeline.Pipeline(scaler=sklearn.preprocessing.data.StandardScaler,pca=sklearn.decomposition.pca.PCA,reg=sklearn.linear_model.logistic.LogisticRegression)(1)_memory	null
sklearn.ensemble.voting_classifier.VotingClassifier(lr=sklearn.pipeline.Pipeline(scaler=sklearn.preprocessing.data.StandardScaler,pca=sklearn.decomposition.pca.PCA,reg=sklearn.linear_model.logistic.LogisticRegression),knn=sklearn.neighbors.classification.KNeighborsClassifier,gb=sklearn.pipeline.Pipeline(clf=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier))(1)_flatten_transform	null
sklearn.ensemble.voting_classifier.VotingClassifier(lr=sklearn.pipeline.Pipeline(scaler=sklearn.preprocessing.data.StandardScaler,pca=sklearn.decomposition.pca.PCA,reg=sklearn.linear_model.logistic.LogisticRegression),knn=sklearn.neighbors.classification.KNeighborsClassifier,gb=sklearn.pipeline.Pipeline(clf=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier))(1)_n_jobs	-1
sklearn.ensemble.voting_classifier.VotingClassifier(lr=sklearn.pipeline.Pipeline(scaler=sklearn.preprocessing.data.StandardScaler,pca=sklearn.decomposition.pca.PCA,reg=sklearn.linear_model.logistic.LogisticRegression),knn=sklearn.neighbors.classification.KNeighborsClassifier,gb=sklearn.pipeline.Pipeline(clf=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier))(1)_voting	"hard"
sklearn.ensemble.voting_classifier.VotingClassifier(lr=sklearn.pipeline.Pipeline(scaler=sklearn.preprocessing.data.StandardScaler,pca=sklearn.decomposition.pca.PCA,reg=sklearn.linear_model.logistic.LogisticRegression),knn=sklearn.neighbors.classification.KNeighborsClassifier,gb=sklearn.pipeline.Pipeline(clf=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier))(1)_weights	null
sklearn.pipeline.Pipeline(clf=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier)(1)_memory	null