Run
521036

Run 521036

Task 3712 (Supervised Classification) wind Uploaded 06-02-2016 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
0.8638
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8645
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7277
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4781.0484
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1355
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4979
Cross-validation details (10-fold Crossvalidation)
Number of instances
6574
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8644
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8645
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9969
Cross-validation details (10-fold Crossvalidation)
Recall
0.8645
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2722
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3681
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7379
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
56.461
UserCPU time millis testing
2.883
UserCPU time millis training
53.578