Run
523763

Run 523763

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) Uploaded 11-02-2016 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
0.6317
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.526
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2649
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17843.6914
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.316
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4309
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5278
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.526
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5394
Cross-validation details (10-fold Crossvalidation)
Recall
0.526
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7334
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5622
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2112
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
379.701
UserCPU time millis testing
10.601
UserCPU time millis training
369.1