Run
518796

Run 518796

Task 9922 (Supervised Classification) volcanoes-d3 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
0.5263
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9205
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.074
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1593.918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0231
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0428
Cross-validation details (10-fold Crossvalidation)
Number of instances
9285
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9096
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9423
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4114
Cross-validation details (10-fold Crossvalidation)
Recall
0.9423
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5393
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1461
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0404
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
826.024
UserCPU time millis testing
75.154
UserCPU time millis training
750.87