Run
513480

Run 513480

Task 3875 (Supervised Classification) flags 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
0.6584
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3307
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.0551
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2938
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4588
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6969
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7062
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10-fold Crossvalidation)
Recall
0.7062
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6404
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.542
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1323
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.565
UserCPU time millis testing
0.317
UserCPU time millis training
2.248