Run
572787

Run 572787

Task 3518 (Supervised Classification) tr45.wc Uploaded 12-05-2016 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
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9134
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9098
Cross-validation details (10-fold Crossvalidation)
KB relative information score
614.9142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0154
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9094
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9232
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10-fold Crossvalidation)
Recall
0.9232
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0893
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1239
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4227
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
114.843
UserCPU time millis testing
4.25
UserCPU time millis training
110.593