Run
572715

Run 572715

Task 3524 (Supervised Classification) fbis.wc Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(8)Learner classif.ranger from package(s) ranger.
classif.ranger(8)_num.threads1
classif.ranger(8)_verboseFALSE
classif.ranger(8)_openml.seed1
classif.ranger(8)_openml.kindMersenne-Twister
classif.ranger(8)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9079
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8202
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1952.3504
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0185
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1047
Cross-validation details (10-fold Crossvalidation)
Number of instances
2463
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8512
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8425
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8425
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1769
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2288
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1361
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.595
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
321.079
UserCPU time millis testing
3.474
UserCPU time millis training
317.605