Run
538949

Run 538949

Task 3896 (Supervised Classification) ada_agnostic Uploaded 22-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree108
classif.randomForest(54)_mtry20
classif.randomForest(54)_seed1
classif.randomForest(54)_kindMersenne-Twister
classif.randomForest(54)_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
0.766
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8412
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5633
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2458.1683
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1539
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8461
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8461
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4123
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3923
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9082
Cross-validation details (10-fold Crossvalidation)