Run
1851632

Run 1851632

Task 3493 (Supervised Classification) monks-problems-2 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
0.9324
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8322
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6179
Cross-validation details (10-fold Crossvalidation)
KB relative information score
197.4703
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3193
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8686
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8453
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8453
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7085
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3691
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7776
Cross-validation details (10-fold Crossvalidation)