Run
1851838

Run 1851838

Task 3903 (Supervised Classification) pc3 Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.kknn.preproc(7)Learner mlr.classif.kknn.preproc from package(s) !kknn.
mlr.classif.kknn.preproc(7)_openml.seed1
mlr.classif.kknn.preproc(7)_openml.kindMersenne-Twister
mlr.classif.kknn.preproc(7)_openml.normal.kindInversion

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.

17 Evaluation measures

Area under ROC curve
0.779
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8682
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2125
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-114.8117
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.138
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.859
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8829
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.8829
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7491
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2984
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9843
Cross-validation details (10-fold Crossvalidation)