Run
10559962

Run 10559962

Task 11 (Supervised Classification) balance-scale 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
0.8311 ± 0.0292
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7855 ± 0.0336
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6123 ± 0.064
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5538 ± 0.063
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1493 ± 0.0268
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.776 ± 0.0403
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8008 ± 0.0266
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.776 ± 0.0403
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3181 ± 0.0124
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3932 ± 0.0701
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3864 ± 0.0356
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8872 ± 0.0802
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.5613 ± 0.0277
Cross-validation details (10-fold Crossvalidation)