Run
519286

Run 519286

Task 9932 (Supervised Classification) volcanoes-b6 Uploaded 04-02-2016 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
0.6679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9566
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3584
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2509.38
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0141
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0297
Cross-validation details (10-fold Crossvalidation)
Number of instances
10130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9505
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9649
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2978
Cross-validation details (10-fold Crossvalidation)
Recall
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4737
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1215
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1186
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9757
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1061.807
UserCPU time millis testing
67.41
UserCPU time millis training
994.397