Run
8872454

Run 8872454

Task 167132 (Supervised Classification) Speech Uploaded 06-03-2018 by jelle dikker
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Flow

sklearn.pipeline.Pipeline(PCA=sklearn.decomposition.pca.PCA,polynom=sklearn .preprocessing.data.PolynomialFeatures,model=xgboost.sklearn.XGBClassifier) (1)Automatically created scikit-learn flow.
xgboost.sklearn.XGBClassifier(5)_base_score0.5
xgboost.sklearn.XGBClassifier(5)_booster"gbtree"
xgboost.sklearn.XGBClassifier(5)_colsample_bylevel1
xgboost.sklearn.XGBClassifier(5)_colsample_bytree1
xgboost.sklearn.XGBClassifier(5)_gamma0
xgboost.sklearn.XGBClassifier(5)_learning_rate0.07
xgboost.sklearn.XGBClassifier(5)_max_delta_step0
xgboost.sklearn.XGBClassifier(5)_max_depth5
xgboost.sklearn.XGBClassifier(5)_min_child_weight1
xgboost.sklearn.XGBClassifier(5)_missingnull
xgboost.sklearn.XGBClassifier(5)_n_estimators230
xgboost.sklearn.XGBClassifier(5)_n_jobs1
xgboost.sklearn.XGBClassifier(5)_nthread-1
xgboost.sklearn.XGBClassifier(5)_objective"binary:logistic"
xgboost.sklearn.XGBClassifier(5)_random_state0
xgboost.sklearn.XGBClassifier(5)_reg_alpha0
xgboost.sklearn.XGBClassifier(5)_reg_lambda1
xgboost.sklearn.XGBClassifier(5)_scale_pos_weight1
xgboost.sklearn.XGBClassifier(5)_seednull
xgboost.sklearn.XGBClassifier(5)_silenttrue
xgboost.sklearn.XGBClassifier(5)_subsample1
sklearn.decomposition.pca.PCA(2)_copytrue
sklearn.decomposition.pca.PCA(2)_iterated_power"auto"
sklearn.decomposition.pca.PCA(2)_n_components42
sklearn.decomposition.pca.PCA(2)_random_state60780
sklearn.decomposition.pca.PCA(2)_svd_solver"auto"
sklearn.decomposition.pca.PCA(2)_tol0.0
sklearn.decomposition.pca.PCA(2)_whitenfalse
sklearn.preprocessing.data.PolynomialFeatures(2)_degree3
sklearn.preprocessing.data.PolynomialFeatures(2)_include_biastrue
sklearn.preprocessing.data.PolynomialFeatures(2)_interaction_onlyfalse
sklearn.pipeline.Pipeline(PCA=sklearn.decomposition.pca.PCA,polynom=sklearn.preprocessing.data.PolynomialFeatures,model=xgboost.sklearn.XGBClassifier)(1)_memorynull

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

15 Evaluation measures

0.7748 ± 0.0755
Per class
Cross-validation details (10-fold Crossvalidation)
672.8603 ± 3.9619
Cross-validation details (10-fold Crossvalidation)
0.0173 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
0.0328 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
3686
Per class
Cross-validation details (10-fold Crossvalidation)
0.9835 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
0.1231
Cross-validation details (10-fold Crossvalidation)
0.9835 ± 0.0009
Per class
Cross-validation details (10-fold Crossvalidation)
0.5271 ± 0.0109
Cross-validation details (10-fold Crossvalidation)
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.1283 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
1.0054 ± 0.0016
Cross-validation details (10-fold Crossvalidation)