Run
538887

Run 538887

Task 3536 (Supervised Classification) oh10.wc 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)_ntree256
classif.randomForest(50)_mtry24
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
0.9001
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8107
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.804
Cross-validation details (10-fold Crossvalidation)
KB relative information score
837.5335
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0343
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1768
Cross-validation details (10-fold Crossvalidation)
Number of instances
1050
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8407
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8286
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2054
Cross-validation details (10-fold Crossvalidation)
Recall
0.8286
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1939
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1852
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6229
Cross-validation details (10-fold Crossvalidation)