Run
10437883

Run 10437883

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_neighbors12
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
0.88 ± 0.0229
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7861 ± 0.0353
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5161 ± 0.0794
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3901 ± 0.0369
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2871 ± 0.0152
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.8027 ± 0.0311
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8159 ± 0.0366
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8027 ± 0.0311
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.931 ± 0.0039
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6339 ± 0.033
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
0.3739 ± 0.0151
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7857 ± 0.0307
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.7323 ± 0.0382
Cross-validation details (10-fold Crossvalidation)