Run
513125

Run 513125

Task 9973 (Supervised Classification) leaf 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
0.9102
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8235
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8204
Cross-validation details (10-fold Crossvalidation)
KB relative information score
280.0546
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0116
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0644
Cross-validation details (10-fold Crossvalidation)
Number of instances
340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8311
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8945
Cross-validation details (10-fold Crossvalidation)
Recall
0.8265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1796
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1794
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1076
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5994
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
245.146
UserCPU time millis testing
0.805
UserCPU time millis training
244.341