Run
8775434

Run 8775434

Task 3493 (Supervised Classification) monks-problems-2 Uploaded 04-01-2018 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.trees249
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_sample.fraction0.385107362107374
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
0.9447
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8062
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5595
Cross-validation details (10-fold Crossvalidation)
KB relative information score
160.565
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3493
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
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8253
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8253
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.775
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3838
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8085
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.2416
UserCPU time millis
0.656
UserCPU time millis testing
0.13
UserCPU time millis training
0.526