Run
540889

Run 540889

Task 3526 (Supervised Classification) re0.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)_ntree305
classif.randomForest(50)_mtry37
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
0.859
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7882
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7394
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1039.0172
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0291
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1176
Cross-validation details (10-fold Crossvalidation)
Number of instances
1504
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8208
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8112
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.6539
Cross-validation details (10-fold Crossvalidation)
Recall
0.8112
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2471
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2422
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1704
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7036
Cross-validation details (10-fold Crossvalidation)