Run
509664

Run 509664

Task 9944 (Supervised Classification) user-knowledge 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
0.9353
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8962
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8638
Cross-validation details (10-fold Crossvalidation)
KB relative information score
336.454
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0397
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8942
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9007
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.9007
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1351
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1993
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.52
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.756
UserCPU time millis testing
0.285
UserCPU time millis training
2.471