Run
1851493

Run 1851493

Task 58 (Supervised Classification) waveform-5000 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
0.9219
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7565
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6352
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3096.1872
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1979
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7565
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7568
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.7568
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4453
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3278
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6955
Cross-validation details (10-fold Crossvalidation)