Run
512747

Run 512747

Task 9915 (Supervised Classification) volcanoes-e1 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
0.5745
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8861
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1722
Cross-validation details (10-fold Crossvalidation)
KB relative information score
223.001
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0362
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0649
Cross-validation details (10-fold Crossvalidation)
Number of instances
1183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8706
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9096
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5841
Cross-validation details (10-fold Crossvalidation)
Recall
0.9096
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5576
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1786
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1902
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0649
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
60.737
UserCPU time millis testing
8.964
UserCPU time millis training
51.773