Run
523178

Run 523178

Task 3907 (Supervised Classification) mc1 Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(4)Learner classif.kknn from package(s) !kknn.
classif.kknn(4)_seed1
classif.kknn(4)_kindMersenne-Twister
classif.kknn(4)_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
0.6759
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4634
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3068.0457
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0058
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0144
Cross-validation details (10-fold Crossvalidation)
Number of instances
9466
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9931
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0622
Cross-validation details (10-fold Crossvalidation)
Recall
0.9942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0845
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0762
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9026
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.734
UserCPU time millis testing
5.672
UserCPU time millis training
0.062