Run
542656

Run 542656

Task 3527 (Supervised Classification) oh0.wc Uploaded 23-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree472
classif.randomForest(50)_mtry12
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
0.9159
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8562
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8381
Cross-validation details (10-fold Crossvalidation)
KB relative information score
829.7627
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0279
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1749
Cross-validation details (10-fold Crossvalidation)
Number of instances
1003
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8835
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1536
Cross-validation details (10-fold Crossvalidation)
Recall
0.8604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1596
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1671
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.565
Cross-validation details (10-fold Crossvalidation)