Run
542727

Run 542727

Task 3601 (Supervised Classification) cpu_small 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)_ntree131
classif.randomForest(50)_mtry26
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
0.9027
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8176
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6614.8072
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0758
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9242
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1797
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2753
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5995
Cross-validation details (10-fold Crossvalidation)