Run
517890

Run 517890

Task 3783 (Supervised Classification) fri_c2_500_50 Uploaded 30-01-2016 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
0.7578
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.516
Cross-validation details (10-fold Crossvalidation)
KB relative information score
254.6727
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.234
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4839
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7658
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9767
Cross-validation details (10-fold Crossvalidation)
Recall
0.766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4918
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4837
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9835
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.99
UserCPU time millis testing
0.111
UserCPU time millis training
9.879