Run
2432919

Run 2432919

Task 36 (Supervised Classification) segment Uploaded 23-06-2017 by Janek Thomas
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Flow

mlr.classif.randomForest(29)Learner mlr.classif.randomForest from package(s) randomForest.
mlr.classif.randomForest(29)_openml.seed1
mlr.classif.randomForest(29)_openml.kindMersenne-Twister
mlr.classif.randomForest(29)_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
0.9889
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9778
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2262.5144
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0054
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0222
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0738
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2108
Cross-validation details (10-fold Crossvalidation)