Run
8886139

Run 8886139

Task 167132 (Supervised Classification) Speech Uploaded 16-03-2018 by Nick Braat
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Flow

sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.cl assification.KNeighborsClassifier)(1)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(20)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(20)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_jobs-1
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(20)_p2
sklearn.neighbors.classification.KNeighborsClassifier(20)_weights"uniform"
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_cvnull
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_error_score"raise"
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_fit_paramsnull
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_iidtrue
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_n_jobs1
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_param_grid{"algorithm": ["ball_tree", "kd_tree", "brute"], "leaf_size": [10, 30, 50], "n_neighbors": [1, 5, 8, 12]}
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_pre_dispatch"2*n_jobs"
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_refittrue
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_return_train_score"warn"
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_scoringnull
sklearn.model_selection._search.GridSearchCV(estimator=sklearn.neighbors.classification.KNeighborsClassifier)(1)_verbose0

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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

0.8178 ± 0.1226
Per class
Cross-validation details (10-fold Crossvalidation)
0.9776 ± 0.0033
Per class
Cross-validation details (10-fold Crossvalidation)
0.119 ± 0.1462
Cross-validation details (10-fold Crossvalidation)
-11777.6955 ± 561.6711
Cross-validation details (10-fold Crossvalidation)
0.0384 ± 0.0101
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)
0.9815 ± 0.0085
Per class
Cross-validation details (10-fold Crossvalidation)
0.9843 ± 0.0021
Cross-validation details (10-fold Crossvalidation)
0.1231
Cross-validation details (10-fold Crossvalidation)
0.9843 ± 0.0021
Per class
Cross-validation details (10-fold Crossvalidation)
1.1709 ± 0.3024
Cross-validation details (10-fold Crossvalidation)
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.1253 ± 0.009
Cross-validation details (10-fold Crossvalidation)
0.9821 ± 0.0775
Cross-validation details (10-fold Crossvalidation)