Run
542441

Run 542441

Task 10091 (Supervised Classification) banana 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)_ntree505
classif.randomForest(50)_mtry2
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
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7775
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4117.825
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1098
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4947
Cross-validation details (10-fold Crossvalidation)
Number of instances
5300
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8902
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9923
Cross-validation details (10-fold Crossvalidation)
Recall
0.8902
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.222
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3314
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6663
Cross-validation details (10-fold Crossvalidation)