Run
538805

Run 538805

Task 3772 (Supervised Classification) chscase_census2 Uploaded 22-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree346
classif.randomForest(50)_mtry14
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
0.5372
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5373
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0744
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.8804
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4625
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5374
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5375
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.5375
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6801
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3603
Cross-validation details (10-fold Crossvalidation)