Run
515696

Run 515696

Task 21 (Supervised Classification) car Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(2)Learner classif.kknn from package(s) !kknn.
classif.kknn(2)_seed1
classif.kknn(2)_kindMersenne-Twister
classif.kknn(2)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8927
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7238
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1162.1973
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0639
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8721
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8721
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2793
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2529
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7479
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.443
UserCPU time millis testing
0.432
UserCPU time millis training
0.011