Run
516843

Run 516843

Task 3846 (Supervised Classification) cmc 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
0.648
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6618
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3086
Cross-validation details (10-fold Crossvalidation)
KB relative information score
486.9621
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3245
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4894
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6757
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9846
Cross-validation details (10-fold Crossvalidation)
Recall
0.6755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6631
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4946
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5697
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1516
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
88.347
UserCPU time millis testing
0.226
UserCPU time millis training
88.121