Run
8644694

Run 8644694

Task 9914 (Supervised Classification) wilt Uploaded 12-12-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1880
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size54
mlr.classif.ranger(15)_sample.fraction0.833269670070149
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9891
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9834
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8343
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2717.4192
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0295
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
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9837
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9837
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2885
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1153
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5103
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1446.134
UserCPU time millis
63.23
UserCPU time millis testing
1.8
UserCPU time millis training
61.43