OpenML
8315406

Run 8315406

Task 3485 (Supervised Classification) scene Uploaded 29-10-2017 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.trees513
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size23
mlr.classif.ranger(13)_sample.fraction0.773271663300693
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9355
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.845
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.413
Cross-validation details (10-fold Crossvalidation)
KB relative information score
641.0359
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2102
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8733
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8733
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7146
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2951
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7697
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1312.0648
UserCPU time millis
78.817
UserCPU time millis testing
3.196
UserCPU time millis training
75.621