Run
542535

Run 542535

Task 2076 (Supervised Classification) kropt 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)_ntree332
classif.randomForest(50)_mtry35
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
0.9241
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8633
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8479
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23972.3422
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0151
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8632
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8638
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.8638
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1521
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5515
Cross-validation details (10-fold Crossvalidation)