Run
519924

Run 519924

Task 3671 (Supervised Classification) fri_c3_1000_50 Uploaded 05-02-2016 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
0.8655
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8703
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7368
Cross-validation details (10-fold Crossvalidation)
KB relative information score
737.4212
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.129
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8719
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.871
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.871
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2612
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3592
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7227
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.182
UserCPU time millis testing
0.385
UserCPU time millis training
13.797