Run
538654

Run 538654

Task 9925 (Supervised Classification) volcanoes-a3 Uploaded 21-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree94
classif.randomForest(50)_mtry12
classif.randomForest(50)_seed1
classif.randomForest(50)_kindMersenne-Twister
classif.randomForest(50)_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.

17 Evaluation measures

Area under ROC curve
0.7204
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8871
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3709
Cross-validation details (10-fold Crossvalidation)
KB relative information score
370.1778
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0408
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0757
Cross-validation details (10-fold Crossvalidation)
Number of instances
1521
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8779
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6785
Cross-validation details (10-fold Crossvalidation)
Recall
0.8981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5383
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2019
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0431
Cross-validation details (10-fold Crossvalidation)