Run
520852

Run 520852

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

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_xval0
classif.rpart(39)_seed1
classif.rpart(39)_kindMersenne-Twister
classif.rpart(39)_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
0.7467
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9839
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5653.6243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0144
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
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3164
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.12
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7962
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.956
UserCPU time millis testing
0.042
UserCPU time millis training
0.914