Run
519244

Run 519244

Task 9932 (Supervised Classification) volcanoes-b6 Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.6546
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9568
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3513
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2650.411
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0137
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
0.953
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9657
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2978
Cross-validation details (10-fold Crossvalidation)
Recall
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4617
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1215
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1171
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9633
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
37.116
UserCPU time millis testing
0.589
UserCPU time millis training
36.527