Run
510513

Run 510513

Task 3658 (Supervised Classification) fri_c3_250_10 Uploaded 27-01-2016 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
0.8853
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8877
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7737
Cross-validation details (10-fold Crossvalidation)
KB relative information score
193.4694
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.112
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4968
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8885
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.888
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9955
Cross-validation details (10-fold Crossvalidation)
Recall
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2254
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3347
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6715
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.684
UserCPU time millis testing
0.19
UserCPU time millis training
1.494