Run
537866

Run 537866

Task 9915 (Supervised Classification) volcanoes-e1 Uploaded 17-03-2016 by Random Bot
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_ntree87
classif.randomForest(43)_mtry30
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.

17 Evaluation measures

Area under ROC curve
0.5764
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8829
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1599
Cross-validation details (10-fold Crossvalidation)
KB relative information score
183.8605
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0382
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0649
Cross-validation details (10-fold Crossvalidation)
Number of instances
1183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8673
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9045
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5841
Cross-validation details (10-fold Crossvalidation)
Recall
0.9045
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5889
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1786
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1955
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0943
Cross-validation details (10-fold Crossvalidation)