Run
8656982

Run 8656982

Task 9889 (Supervised Classification) wilt Uploaded 16-12-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1730
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size3
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.990116445347667
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9817
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8141
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3014.5512
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0283
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
0.9817
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.277
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1134
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5019
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1346.9621
UserCPU time millis
54.702
UserCPU time millis testing
2.796
UserCPU time millis training
51.906