Run
509668

Run 509668

Task 9944 (Supervised Classification) user-knowledge Uploaded 27-01-2016 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
0.9482
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9156
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8878
Cross-validation details (10-fold Crossvalidation)
KB relative information score
345.821
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0328
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9148
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9181
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.9181
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1114
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.181
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4723
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
33.663
UserCPU time millis testing
0.166
UserCPU time millis training
33.497