Run
6357663

Run 6357663

Task 145853 (Supervised Classification) madelon Uploaded 29-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot20 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees13
mlr.classif.ranger(13)_mtry243
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.534012128645554
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
0.8832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.81
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.62
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1057.2622
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3159
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8103
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.81
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.81
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6318
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.378
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7561
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.72
UserCPU time millis
40.076
UserCPU time millis testing
1.095
UserCPU time millis training
38.981