Run
572612

Run 572612

Task 3504 (Supervised Classification) webdata_wXa Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

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

20 Evaluation measures

Area under ROC curve
0.6744
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7671
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3556
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10652.56
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2306
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3648
Cross-validation details (10-fold Crossvalidation)
Number of instances
36974
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7651
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7694
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7951
Cross-validation details (10-fold Crossvalidation)
Recall
0.7694
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.632
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4802
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1243
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
416.435
UserCPU time millis testing
415.585
UserCPU time millis training
0.85