Run
513791

Run 513791

Task 9926 (Supervised Classification) volcanoes-a4 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
0.6727
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8816
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3157
Cross-validation details (10-fold Crossvalidation)
KB relative information score
351.1461
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0404
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
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.899
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6736
Cross-validation details (10-fold Crossvalidation)
Recall
0.899
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.538
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.201
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0429
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
88.145
UserCPU time millis testing
12.715
UserCPU time millis training
75.43