Run
515705

Run 515705

Task 21 (Supervised Classification) car 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
0.9858
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9787
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9536
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1626.8739
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0107
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9791
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9786
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9786
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0468
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1035
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.306
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.569
UserCPU time millis testing
0.647
UserCPU time millis training
5.922