Run
8643055

Run 8643055

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 11-12-2017 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.trees570
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size44
mlr.classif.ranger(15)_sample.fraction0.625345293269493
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
0.7838
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5669
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0746
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.1005
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4094
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
0.7378
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9084
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4391
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.925
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1367.9551
UserCPU time millis
0.91
UserCPU time millis testing
0.12
UserCPU time millis training
0.79