Run
520847

Run 520847

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

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.7723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9865
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.672
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6541.376
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0121
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
0.9871
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9879
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9879
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2653
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7291
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
44.743
UserCPU time millis testing
0.398
UserCPU time millis training
44.345