Run
542649

Run 542649

Task 9926 (Supervised Classification) volcanoes-a4 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)_ntree316
classif.randomForest(54)_mtry42
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
0.6793
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8783
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.306
Cross-validation details (10-fold Crossvalidation)
KB relative information score
310.812
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0422
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0751
Cross-validation details (10-fold Crossvalidation)
Number of instances
1515
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8645
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8944
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6736
Cross-validation details (10-fold Crossvalidation)
Recall
0.8944
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0665
Cross-validation details (10-fold Crossvalidation)