Run
518195

Run 518195

Task 3780 (Supervised Classification) fri_c1_1000_25 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
0.64
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6446
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2817
Cross-validation details (10-fold Crossvalidation)
KB relative information score
283.2873
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.354
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4958
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6445
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.646
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9939
Cross-validation details (10-fold Crossvalidation)
Recall
0.646
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.714
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.595
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.195
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.362
UserCPU time millis testing
0.098
UserCPU time millis training
22.264