Run
521471

Run 521471

Task 9970 (Supervised Classification) hill-valley Uploaded 06-02-2016 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
0.5891
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1782
Cross-validation details (10-fold Crossvalidation)
KB relative information score
216
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4109
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5892
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5891
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5891
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.641
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.282
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
39.723
UserCPU time millis testing
0.743
UserCPU time millis training
38.98