Run
10560093

Run 10560093

Task 167119 (Supervised Classification) jungle_chess_2pcs_raw_endgame_complete Uploaded 13-08-2021 by Sergey Redyuk
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(43)Classifier implementing the k-nearest neighbors vote.
sklearn.neighbors.classification.KNeighborsClassifier(43)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(43)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(43)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(43)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(43)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(43)_n_neighbors1
sklearn.neighbors.classification.KNeighborsClassifier(43)_p2
sklearn.neighbors.classification.KNeighborsClassifier(43)_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
0.76 ± 0.0063
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7173 ± 0.007
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5097 ± 0.0121
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5149 ± 0.0111
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1889 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3832 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.7167 ± 0.007
Cross-validation details (10-fold Crossvalidation)
Number of instances
44819
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7189 ± 0.0069
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7167 ± 0.007
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3491 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4929 ± 0.0121
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4377 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4346 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9929 ± 0.0123
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.6473 ± 0.0073
Cross-validation details (10-fold Crossvalidation)