Run
517231

Run 517231

Task 9946 (Supervised Classification) wdbc 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
0.8742
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8973
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7774
Cross-validation details (10-fold Crossvalidation)
KB relative information score
443.4223
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1002
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9046
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8998
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.8998
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2142
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3165
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6546
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
56.178
UserCPU time millis testing
0.195
UserCPU time millis training
55.983