Run
513789

Run 513789

Task 9926 (Supervised Classification) volcanoes-a4 Uploaded 28-01-2016 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
0.6704
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8817
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3111
Cross-validation details (10-fold Crossvalidation)
KB relative information score
356.3768
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0399
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0751
Cross-validation details (10-fold Crossvalidation)
Number of instances
1515
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8675
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9003
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6736
Cross-validation details (10-fold Crossvalidation)
Recall
0.9003
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.531
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1997
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0361
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.376
UserCPU time millis testing
0.679
UserCPU time millis training
8.697