Run
508031

Run 508031

Task 9897 (Supervised Classification) breast-tissue 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
0.6597
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5456
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3336
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.1138
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2217
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5464
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5566
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.5566
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6437
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1365
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.987
UserCPU time millis testing
0.045
UserCPU time millis training
7.942