Run
542430

Run 542430

Task 3588 (Supervised Classification) pol 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)_ntree30
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
0.9808
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9846
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9654
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14456.8977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0154
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4463
Cross-validation details (10-fold Crossvalidation)
Number of instances
15000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9846
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.921
Cross-validation details (10-fold Crossvalidation)
Recall
0.9846
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0345
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1241
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2627
Cross-validation details (10-fold Crossvalidation)