Run
512502

Run 512502

Task 9916 (Supervised Classification) volcanoes-e2 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
0.5869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1773
Cross-validation details (10-fold Crossvalidation)
KB relative information score
199.2742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0378
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.068
Cross-validation details (10-fold Crossvalidation)
Number of instances
1080
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8637
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9056
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6024
Cross-validation details (10-fold Crossvalidation)
Recall
0.9056
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5558
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1828
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1944
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0635
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
53.042
UserCPU time millis testing
7.506
UserCPU time millis training
45.536