Run
538644

Run 538644

Task 3529 (Supervised Classification) oh5.wc Uploaded 21-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree90
classif.randomForest(50)_mtry5
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
0.8236
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6804
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6513
Cross-validation details (10-fold Crossvalidation)
KB relative information score
595.9639
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0608
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1775
Cross-validation details (10-fold Crossvalidation)
Number of instances
918
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.811
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6961
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2382
Cross-validation details (10-fold Crossvalidation)
Recall
0.6961
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3424
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8276
Cross-validation details (10-fold Crossvalidation)