Run
571720

Run 571720

Task 2079 (Supervised Classification) eucalyptus Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(57)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(57)_openml.seed1
classif.randomForest(57)_openml.kindMersenne-Twister
classif.randomForest(57)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7939
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6774
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5892
Cross-validation details (10-fold Crossvalidation)
KB relative information score
452.9279
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1272
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6851
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6821
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.6821
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.406
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3566
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9012
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
134.32
UserCPU time millis testing
0.192
UserCPU time millis training
134.128