Run
515968

Run 515968

Task 3598 (Supervised Classification) fri_c0_250_50 Uploaded 28-01-2016 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
0.7821
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
141.3575
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.216
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.498
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7838
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.784
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9971
Cross-validation details (10-fold Crossvalidation)
Recall
0.784
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4338
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9314
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.496
UserCPU time millis testing
0.222
UserCPU time millis training
3.274