Run
520851

Run 520851

Task 3483 (Supervised Classification) mammography Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_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
0.7835
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9866
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6792
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6507.2317
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0122
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0455
Cross-validation details (10-fold Crossvalidation)
Number of instances
11183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9878
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9878
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2673
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1103
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7318
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
763.966
UserCPU time millis testing
45.737
UserCPU time millis training
718.229