Run
508029

Run 508029

Task 9897 (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
0.7018
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6009
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4291
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.3065
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.184
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6239
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.6321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5341
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4289
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0352
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.307
UserCPU time millis testing
0.165
UserCPU time millis training
1.142