Run
523324

Run 523324

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(5)Learner classif.ranger from package(s) ranger.
classif.ranger(5)_num.threads1
classif.ranger(5)_verboseFALSE
classif.ranger(5)_seed1
classif.ranger(5)_kindMersenne-Twister
classif.ranger(5)_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
0.987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9706
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38153.9876
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0133
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4514
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9867
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0295
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1154
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2429
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
278.47
UserCPU time millis testing
5.096
UserCPU time millis training
273.374