Run
542623

Run 542623

Task 3698 (Supervised Classification) bank32nh Uploaded 23-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree379
classif.randomForest(54)_mtry10
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
0.7571
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8058
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5376
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4332.2426
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1893
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4281
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8054
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8107
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8937
Cross-validation details (10-fold Crossvalidation)
Recall
0.8107
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4422
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4627
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4351
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9405
Cross-validation details (10-fold Crossvalidation)