Run
523790

Run 523790

Task 2146 (Supervised Classification) BNG(cmc) Uploaded 11-02-2016 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
0.6296
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5246
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17756.6446
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3163
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5241
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5256
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.5256
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7343
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5624
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2119
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2644.362
UserCPU time millis testing
5.409
UserCPU time millis training
2638.953