Run
8601907

Run 8601907

Task 145972 (Supervised Classification) credit-g Uploaded 01-12-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1644
mlr.classif.ranger(9)_mtry18
mlr.classif.ranger(9)_min.node.size373
mlr.classif.ranger(9)_sample.fraction0.922804803936742
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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.

21 Evaluation measures

Area under ROC curve
0.7564
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.695
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2423
Cross-validation details (10-fold Crossvalidation)
KB relative information score
123.6352
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.361
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
0.7122
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.733
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.733
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8592
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4208
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9182
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1932.6567
UserCPU time millis
3.85
UserCPU time millis testing
0.324
UserCPU time millis training
3.526