Run
8273799

Run 8273799

Task 3891 (Supervised Classification) gina_agnostic Uploaded 27-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1612
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_min.node.size13
mlr.classif.ranger(13)_sample.fraction0.253898256435059
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9622
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.897
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.794
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1543.0222
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3058
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8971
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8971
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8971
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6117
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3375
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.675
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.4391
Total cost
UserCPU time millis
190.683
UserCPU time millis testing
11.905
UserCPU time millis training
178.778