Run
517511

Run 517511

Task 3918 (Supervised Classification) pc1 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
0.5125
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.901
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.045
Cross-validation details (10-fold Crossvalidation)
KB relative information score
284.2411
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0685
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9138
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9315
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9315
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5276
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2618
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0299
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
16.75
UserCPU time millis testing
0.199
UserCPU time millis training
16.551