Run
510674

Run 510674

Task 3798 (Supervised Classification) fri_c1_250_10 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
0.7052
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7084
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4092
Cross-validation details (10-fold Crossvalidation)
KB relative information score
100.928
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.292
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.709
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5925
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5404
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0886
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.932
UserCPU time millis testing
0.085
UserCPU time millis training
9.847