Run
10437879

Run 10437879

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_neighbors1
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
0.6973 ± 0.0549
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7312 ± 0.0467
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4017 ± 0.1071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3875 ± 0.1033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2662 ± 0.0446
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.7338 ± 0.0446
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7297 ± 0.0479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7338 ± 0.0446
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.931 ± 0.0039
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5876 ± 0.0989
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
0.5159 ± 0.0433
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0842 ± 0.0918
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.6973 ± 0.0549
Cross-validation details (10-fold Crossvalidation)