Run
10437880

Run 10437880

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 28-03-2020 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_neighbors10
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
0.8819 ± 0.0277
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8322 ± 0.0327
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6208 ± 0.0747
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4585 ± 0.0404
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2567 ± 0.0164
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.8403 ± 0.0286
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8463 ± 0.0287
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8403 ± 0.0286
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.931 ± 0.0039
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5666 ± 0.0359
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3579 ± 0.0198
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7521 ± 0.0413
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.7887 ± 0.0389
Cross-validation details (10-fold Crossvalidation)