Run
543384

Run 543384

Task 3905 (Supervised Classification) mc2 Uploaded 24-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree398
classif.randomForest(54)_mtry4
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
0.6226
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6942
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2773
Cross-validation details (10-fold Crossvalidation)
KB relative information score
52.3765
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2795
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4381
Cross-validation details (10-fold Crossvalidation)
Number of instances
161
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7031
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7205
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9099
Cross-validation details (10-fold Crossvalidation)
Recall
0.7205
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.638
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5287
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1306
Cross-validation details (10-fold Crossvalidation)