Run
505598

Run 505598

Task 3647 (Supervised Classification) rabe_266 Uploaded 14-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(4)Learner classif.ranger from package(s) ranger.
classif.ranger(4)_num.threads1
classif.ranger(4)_verboseFALSE
classif.ranger(4)_seed1
classif.ranger(4)_kindMersenne-Twister
classif.ranger(4)_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
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9165
Cross-validation details (10-fold Crossvalidation)
KB relative information score
109.958
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0417
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4988
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9585
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9583
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9983
Cross-validation details (10-fold Crossvalidation)
Recall
0.9583
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0835
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2041
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4088
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.043
UserCPU time millis testing
0.302
UserCPU time millis training
0.741