Run
508067

Run 508067

Task 10095 (Supervised Classification) breast-tissue Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(3)Learner classif.ranger from package(s) ranger.
classif.ranger(3)_num.threads1
classif.ranger(3)_verboseFALSE
classif.ranger(3)_seed1
classif.ranger(3)_kindMersenne-Twister
classif.ranger(3)_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
0.663
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4264
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3238
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.6137
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1855
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4283
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4434
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.4434
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6715
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4307
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1591
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.621
UserCPU time millis testing
0.186
UserCPU time millis training
1.435