Run
513826

Run 513826

Task 9925 (Supervised Classification) volcanoes-a3 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
0.7162
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8883
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3713
Cross-validation details (10-fold Crossvalidation)
KB relative information score
391.9179
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0394
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0757
Cross-validation details (10-fold Crossvalidation)
Number of instances
1521
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.878
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6785
Cross-validation details (10-fold Crossvalidation)
Recall
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5209
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1986
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0261
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
85.366
UserCPU time millis testing
10.45
UserCPU time millis training
74.916