Run
8612669

Run 8612669

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 03-12-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1436
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.340750374738127
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9732
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9404
Cross-validation details (10-fold Crossvalidation)
KB relative information score
340.3686
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.227
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
0.9735
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9734
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.9734
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5037
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2647
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5577
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1860.2646
UserCPU time millis
5.15
UserCPU time millis testing
0.552
UserCPU time millis training
4.598