Run
520897

Run 520897

Task 3899 (Supervised Classification) mozilla4 Uploaded 05-02-2016 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
0.9328
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8911
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13811.8308
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0467
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4412
Cross-validation details (10-fold Crossvalidation)
Number of instances
15545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9548
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9533
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9533
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1058
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2161
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4601
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
95.71
UserCPU time millis testing
3.572
UserCPU time millis training
92.138