Run
542959

Run 542959

Task 3603 (Supervised Classification) space_ga Uploaded 24-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree18
classif.randomForest(54)_mtry27
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
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6517
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2024.8989
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1741
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
3107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.826
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8259
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3483
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8346
Cross-validation details (10-fold Crossvalidation)