Run
8885554

Run 8885554

Task 167132 (Supervised Classification) Speech Uploaded 14-03-2018 by Jeanpierre Balster
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(20)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(20)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(20)_leaf_size200
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_neighbors8
sklearn.neighbors.classification.KNeighborsClassifier(20)_p2
sklearn.neighbors.classification.KNeighborsClassifier(20)_weights"distance"

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.

17 Evaluation measures

Area under ROC curve
0.8648 ± 0.1184
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9764 ± 0.0042
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.061 ± 0.1193
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-17949.0995 ± 552.8749
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0433 ± 0.0082
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0328 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
3686
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9787 ± 0.0109
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9837 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1231
Cross-validation details (10-fold Crossvalidation)
Recall
0.9837 ± 0.0018
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.319 ± 0.2517
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1236 ± 0.0074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9685 ± 0.0675
Cross-validation details (10-fold Crossvalidation)