Run
8504671

Run 8504671

Task 9889 (Supervised Classification) wilt Uploaded 08-11-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees683
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size54
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.104415509058163
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9684
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6565
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1256.1736
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0567
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.971
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9721
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5551
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1515
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6705
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1862.8707
UserCPU time millis
6.247
UserCPU time millis testing
0.467
UserCPU time millis training
5.78