Run
517279

Run 517279

Task 3915 (Supervised Classification) kc3 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
0.5068
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.862
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0225
Cross-validation details (10-fold Crossvalidation)
KB relative information score
95.296
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1716
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8409
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8996
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10-fold Crossvalidation)
Recall
0.8996
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5854
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3169
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0865
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.946
UserCPU time millis testing
0.159
UserCPU time millis training
15.787