Run
8093110

Run 8093110

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 18-10-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1938
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_sample.fraction0.637926061381586
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
0.9856
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9044
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.783
Cross-validation details (10-fold Crossvalidation)
KB relative information score
219.2693
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3143
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9197
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9085
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.9085
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6974
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3479
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.733
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1760.5113
UserCPU time millis
7.591
UserCPU time millis testing
1.221
UserCPU time millis training
6.37