Run
8886120

Run 8886120

Task 167132 (Supervised Classification) Speech Uploaded 16-03-2018 by Nick Braat
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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_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_neighbors4
sklearn.neighbors.classification.KNeighborsClassifier(20)_p2
sklearn.neighbors.classification.KNeighborsClassifier(20)_weights"uniform"

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
0.8129 ± 0.1021
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.977 ± 0.0035
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0905 ± 0.1313
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-8498.811 ± 316.0033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0355 ± 0.0069
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
0.9804 ± 0.0091
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.984 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1231
Cross-validation details (10-fold Crossvalidation)
Recall
0.984 ± 0.0015
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0834 ± 0.2123
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
0.1264 ± 0.0097
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9907 ± 0.0774
Cross-validation details (10-fold Crossvalidation)