Run
1811074

Run 1811074

Task 7558 (Supervised Classification) PizzaCutter1 Uploaded 07-08-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.ranger(5)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(5)_num.trees100
mlr.classif.ranger(5)_respect.unordered.factorsTRUE
mlr.classif.ranger(5)_write.forestTRUE
mlr.classif.ranger(5)_num.threads1
mlr.classif.ranger(5)_verboseFALSE
mlr.classif.ranger(5)_openml.seed1
mlr.classif.ranger(5)_openml.kindMersenne-Twister
mlr.classif.ranger(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
0.6401
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9232
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.39
Cross-validation details (10-fold Crossvalidation)
KB relative information score
260.2272
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0635
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.146
Cross-validation details (10-fold Crossvalidation)
Number of instances
661
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9272
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9365
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.402
Cross-validation details (10-fold Crossvalidation)
Recall
0.9365
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4351
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2692
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2521
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9363
Cross-validation details (10-fold Crossvalidation)