Run
516305

Run 516305

Task 3703 (Supervised Classification) fri_c4_500_25 Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(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
0.6334
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6423
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2689
Cross-validation details (10-fold Crossvalidation)
KB relative information score
134.3361
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.356
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4908
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.644
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9867
Cross-validation details (10-fold Crossvalidation)
Recall
0.644
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7254
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4954
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5967
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2045
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
21.569
UserCPU time millis testing
0.149
UserCPU time millis training
21.42