Run
513973

Run 513973

Task 3619 (Supervised Classification) wisconsin 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
0.5948
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5931
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.188
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.8159
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4974
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5973
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5928
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9963
Cross-validation details (10-fold Crossvalidation)
Recall
0.5928
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8187
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4987
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2796
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
16.396
UserCPU time millis testing
0.117
UserCPU time millis training
16.279