Run
475340

Run 475340

Task 4656 (Supervised Classification) desharnais Uploaded 08-10-2015 by R Team Demo
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Flow

classif.randomForest(34)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(34)_ntree100

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
0.7283
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7025
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.466
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
391.7506
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1926
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3804
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
810
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.7133
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7111
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.3765
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7111
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5063
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4348
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4389
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0094
Cross-validation details (10 times 10-fold Crossvalidation)