Run
521299

Run 521299

Task 9933 (Supervised Classification) volcanoes-c1 Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_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
0.6438
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9688
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2983
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5982.7225
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0098
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0201
Cross-validation details (10-fold Crossvalidation)
Number of instances
28626
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9642
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9754
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9754
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4879
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0991
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9891
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
7062.979
UserCPU time millis testing
353.006
UserCPU time millis training
6709.973