Run
520818

Run 520818

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

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9653
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2273.3391
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0233
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
0.954
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9768
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9768
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.511
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1525
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0118
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.713
UserCPU time millis testing
0.041
UserCPU time millis training
3.672