Run
1851752

Run 1851752

Task 3560 (Supervised Classification) analcatdata_dmft 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
0.5539
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2245
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0644
Cross-validation details (10-fold Crossvalidation)
KB relative information score
102.3303
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2686
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2774
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2299
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2233
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5803
Cross-validation details (10-fold Crossvalidation)
Recall
0.2233
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9683
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3977
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0679
Cross-validation details (10-fold Crossvalidation)