Run
523063

Run 523063

Task 3840 (Supervised Classification) letter Uploaded 10-02-2016 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
0.9489
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9957
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9434
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18381.8384
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0042
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9958
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9958
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9958
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0538
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3282
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
61.702
UserCPU time millis testing
2.149
UserCPU time millis training
59.553