Run
520848

Run 520848

Task 3483 (Supervised Classification) mammography Uploaded 05-02-2016 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
0.7758
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9861
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6652
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6336.5102
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0126
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
0.9863
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9874
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9874
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2771
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7451
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
34.952
UserCPU time millis testing
1.456
UserCPU time millis training
33.496