Run
1841718

Run 1841718

Task 125969 (Supervised Classification) SpeedDating Uploaded 01-12-2016 by John Doe
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Flow

mlr.classif.ranger.preproc(3)Learner mlr.classif.ranger.preproc from package(s) ranger.
mlr.classif.ranger.preproc(3)_respect.unordered.factorsTRUE
mlr.classif.ranger.preproc(3)_write.forestTRUE
mlr.classif.ranger.preproc(3)_num.threads1
mlr.classif.ranger.preproc(3)_verboseFALSE
mlr.classif.ranger.preproc(3)_openml.seed1
mlr.classif.ranger.preproc(3)_openml.kindMersenne-Twister
mlr.classif.ranger.preproc(3)_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
0.6186
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2603
Cross-validation details (10-fold Crossvalidation)
F measure
0.8331
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3217
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3266.4396
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1376
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8482
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8624
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8624
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.371
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0001
Cross-validation details (10-fold Crossvalidation)
Total cost
2181
Cross-validation details (10-fold Crossvalidation)