Run
513061

Run 513061

Task 9917 (Supervised Classification) volcanoes-e3 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(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
0.5822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8878
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1833
Cross-validation details (10-fold Crossvalidation)
KB relative information score
234.5282
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.036
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0643
Cross-validation details (10-fold Crossvalidation)
Number of instances
1277
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8743
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9099
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5778
Cross-validation details (10-fold Crossvalidation)
Recall
0.9099
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1779
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1898
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0671
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
67.192
UserCPU time millis testing
8.512
UserCPU time millis training
58.68