Run
542592

Run 542592

Task 9918 (Supervised Classification) volcanoes-e4 Uploaded 23-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree353
classif.randomForest(54)_mtry11
classif.randomForest(54)_seed1
classif.randomForest(54)_kindMersenne-Twister
classif.randomForest(54)_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
0.6063
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8871
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2195
Cross-validation details (10-fold Crossvalidation)
KB relative information score
240.7756
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0371
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.066
Cross-validation details (10-fold Crossvalidation)
Number of instances
1252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8719
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9073
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9073
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5612
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1803
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1925
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0676
Cross-validation details (10-fold Crossvalidation)