OpenML
8357949

Run 8357949

Task 145853 (Supervised Classification) madelon Uploaded 31-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • 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.trees990
mlr.classif.ranger(13)_mtry23
mlr.classif.ranger(13)_min.node.size204
mlr.classif.ranger(13)_sample.fraction0.54233782319352
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
0.7349
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6523
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3062
Cross-validation details (10-fold Crossvalidation)
KB relative information score
227.1928
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4662
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
0.6544
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6531
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6531
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9325
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4718
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9437
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.1937
UserCPU time millis
102.106
UserCPU time millis testing
3.546
UserCPU time millis training
98.56