Run
10437891

Run 10437891

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 28-03-2020 by George Volkov
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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_neighbors92
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
0.7391 ± 0.0153
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5966 ± 0.0323
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.12 ± 0.0603
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0804 ± 0.0135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4223 ± 0.0042
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.6764 ± 0.0201
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6735 ± 0.0477
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6764 ± 0.0201
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.931 ± 0.0039
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9322 ± 0.0094
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
0.4492 ± 0.0033
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9439 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.5487 ± 0.0253
Cross-validation details (10-fold Crossvalidation)