Run
523864

Run 523864

Task 3485 (Supervised Classification) scene Uploaded 11-02-2016 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
0.7561
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9005
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6321
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1545.3679
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0877
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9203
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9123
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9123
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.298
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2961
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7722
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
113.333
UserCPU time millis testing
1.134
UserCPU time millis training
112.199