Run
10437943

Run 10437943

Task 3 (Supervised Classification) kr-vs-kp Uploaded 30-03-2020 by George Volkov
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Flow

sklearn.neighbors._classification.KNeighborsClassifier(2)Classifier implementing the k-nearest neighbors vote.
sklearn.neighbors._classification.KNeighborsClassifier(2)_algorithm"auto"
sklearn.neighbors._classification.KNeighborsClassifier(2)_leaf_size30
`, in which case only "nonzero" elements may be considered neighbors">sklearn.neighbors._classification.KNeighborsClassifier(2)_metric"minkowski"
sklearn.neighbors._classification.KNeighborsClassifier(2)_metric_paramsnull
sklearn.neighbors._classification.KNeighborsClassifier(2)_n_jobsnull
sklearn.neighbors._classification.KNeighborsClassifier(2)_n_neighbors30
sklearn.neighbors._classification.KNeighborsClassifier(2)_p2
sklearn.neighbors._classification.KNeighborsClassifier(2)_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.

18 Evaluation measures

Area under ROC curve
0.9867 ± 0.0048
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9423 ± 0.0112
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8843 ± 0.0225
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.6082 ± 0.0136
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2211 ± 0.0069
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.9424 ± 0.0112
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9438 ± 0.011
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9424 ± 0.0112
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.443 ± 0.0139
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2724 ± 0.0073
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5453 ± 0.0147
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.941 ± 0.0114
Cross-validation details (10-fold Crossvalidation)