Run
515679

Run 515679

Task 3850 (Supervised Classification) collins 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
0.9938
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9925
Cross-validation details (10-fold Crossvalidation)
KB relative information score
492.9478
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.002
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2697
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.998
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6375
Cross-validation details (10-fold Crossvalidation)
Recall
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0074
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3666
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0447
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.122
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.857
UserCPU time millis testing
0.2
UserCPU time millis training
1.657