Run
518685

Run 518685

Task 9920 (Supervised Classification) volcanoes-d1 Uploaded 30-01-2016 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
0.524
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9199
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0703
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1526.8834
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0232
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0431
Cross-validation details (10-fold Crossvalidation)
Number of instances
8753
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9421
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4126
Cross-validation details (10-fold Crossvalidation)
Recall
0.9421
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5375
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1465
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1522
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0387
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
735.821
UserCPU time millis testing
68.975
UserCPU time millis training
666.846