Run
513354

Run 513354

Task 3806 (Supervised Classification) fri_c0_500_10 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
0.7974
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7979
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5952
Cross-validation details (10-fold Crossvalidation)
KB relative information score
297.6211
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.202
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.798
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.798
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4045
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4494
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8995
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.202
UserCPU time millis testing
0.189
UserCPU time millis training
0.013