Run
543237

Run 543237

Task 3916 (Supervised Classification) kc1-binary Uploaded 24-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree503
classif.randomForest(50)_mtry47
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
0.7123
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7182
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4214
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.3847
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2828
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4853
Cross-validation details (10-fold Crossvalidation)
Number of instances
145
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7197
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7172
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.979
Cross-validation details (10-fold Crossvalidation)
Recall
0.7172
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5826
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4925
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5318
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0797
Cross-validation details (10-fold Crossvalidation)