Run
8661528

Run 8661528

Task 145854 (Supervised Classification) nomao Uploaded 21-12-2017 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.trees504
mlr.classif.ranger(9)_mtry21
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_sample.fraction0.312989259767346
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9935
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9166
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29177.3634
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.067
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1643
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1646
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3644
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.0126
UserCPU time millis
324.833
UserCPU time millis testing
5.914
UserCPU time millis training
318.919