Run
543222

Run 543222

Task 9917 (Supervised Classification) volcanoes-e3 Uploaded 24-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree20
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
0.5832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.884
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1727
Cross-validation details (10-fold Crossvalidation)
KB relative information score
185.7156
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0385
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0643
Cross-validation details (10-fold Crossvalidation)
Number of instances
1277
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5778
Cross-validation details (10-fold Crossvalidation)
Recall
0.9037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5995
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1779
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1963
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1036
Cross-validation details (10-fold Crossvalidation)