Run
1847939

Run 1847939

Task 6 (Supervised Classification) letter Uploaded 01-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForest.preproc(4)Learner mlr.classif.randomForest.preproc from package(s) randomForest.
mlr.classif.randomForest.preproc(4)_openml.seed1
mlr.classif.randomForest.preproc(4)_openml.kindMersenne-Twister
mlr.classif.randomForest.preproc(4)_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
0.9997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9666
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18408.5946
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0137
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9681
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9679
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1855
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0625
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3252
Cross-validation details (10-fold Crossvalidation)