Run
523564

Run 523564

Task 3745 (Supervised Classification) mv Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(7)Learner classif.rda from package(s) klaR.
classif.rda(7)_estimate.errorFALSE
classif.rda(7)_seed1
classif.rda(7)_kindMersenne-Twister
classif.rda(7)_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
0.9637
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9286
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37813.1617
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0343
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4813
Cross-validation details (10-fold Crossvalidation)
Number of instances
40768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9657
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9729
Cross-validation details (10-fold Crossvalidation)
Recall
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4906
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1852
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3776
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1033.084
UserCPU time millis testing
2.588
UserCPU time millis training
1030.496