Run
538111

Run 538111

Task 3591 (Supervised Classification) bank8FM Uploaded 18-03-2016 by Random Bot
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_ntree476
classif.randomForest(43)_mtry19
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.9354
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8727
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7134.0965
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0612
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4815
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9388
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9731
Cross-validation details (10-fold Crossvalidation)
Recall
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.127
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4906
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2473
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.504
Cross-validation details (10-fold Crossvalidation)