Run
8771882

Run 8771882

Task 31 (Supervised Classification) credit-g Uploaded 03-01-2018 by Rener Castro
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Flow

mlr.classif.ranger(17)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(17)_num.trees1339
mlr.classif.ranger(17)_mtry8
mlr.classif.ranger(17)_respect.unordered.factorsorder
mlr.classif.ranger(17)_importanceimpurity
mlr.classif.ranger(17)_num.threads1
mlr.classif.ranger(17)_verboseFALSE
mlr.classif.ranger(17)_openml.seed1
mlr.classif.ranger(17)_openml.kindMersenne-Twister
mlr.classif.ranger(17)_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.

20 Evaluation measures

Area under ROC curve
0.6817
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7554
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3978
Cross-validation details (10-fold Crossvalidation)
KB relative information score
409.8979
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.231
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.757
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.769
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.769
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5498
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4806
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0488
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.13
UserCPU time millis testing
0.73
UserCPU time millis training
13.4