Run
1851773

Run 1851773

Task 3567 (Supervised Classification) collins Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForest.preproc(5)Learner mlr.classif.randomForest.preproc from package(s) randomForest.
mlr.classif.randomForest.preproc(5)_openml.seed1
mlr.classif.randomForest.preproc(5)_openml.kindMersenne-Twister
mlr.classif.randomForest.preproc(5)_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.

17 Evaluation measures

Area under ROC curve
0.9975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9161
Cross-validation details (10-fold Crossvalidation)
KB relative information score
333.4872
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0691
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1212
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9269
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.924
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6642
Cross-validation details (10-fold Crossvalidation)
Recall
0.924
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.57
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.246
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1533
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6231
Cross-validation details (10-fold Crossvalidation)