Run
540169

Run 540169

Task 9920 (Supervised Classification) volcanoes-d1 Uploaded 22-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree277
classif.randomForest(50)_mtry31
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
0.5291
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9212
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1592.4488
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.023
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0431
Cross-validation details (10-fold Crossvalidation)
Number of instances
8753
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9425
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4126
Cross-validation details (10-fold Crossvalidation)
Recall
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1465
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1516
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0346
Cross-validation details (10-fold Crossvalidation)