Run
8352641

Run 8352641

Task 145854 (Supervised Classification) nomao Uploaded 31-10-2017 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.trees8
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_min.node.size567
mlr.classif.ranger(13)_sample.fraction0.205008949176408
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
0.9789
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.821
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23286.4656
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1421
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
0.9287
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9291
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9291
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3481
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2355
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5214
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1270.0683
UserCPU time millis
38.206
UserCPU time millis testing
3.807
UserCPU time millis training
34.399