Run
511283

Run 511283

Task 3914 (Supervised Classification) ar6 Uploaded 28-01-2016 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
0.5667
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8266
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37.1606
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1287
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2577
Cross-validation details (10-fold Crossvalidation)
Number of instances
101
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8882
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8713
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.623
Cross-validation details (10-fold Crossvalidation)
Recall
0.8713
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3557
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3588
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0087
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.618
UserCPU time millis testing
0.088
UserCPU time millis training
4.53