Run
523201

Run 523201

Task 3907 (Supervised Classification) mc1 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
0.7057
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.558
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4325.1795
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0046
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0144
Cross-validation details (10-fold Crossvalidation)
Number of instances
9466
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9949
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9954
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0622
Cross-validation details (10-fold Crossvalidation)
Recall
0.9954
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3235
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0845
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0682
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8073
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
27.352
UserCPU time millis testing
0.918
UserCPU time millis training
26.434