Run
8291439

Run 8291439

Task 3494 (Supervised Classification) monks-problems-3 Uploaded 28-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1429
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.932124566426501
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9912
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9819
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9638
Cross-validation details (10-fold Crossvalidation)
KB relative information score
528.1096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0254
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.982
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9819
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9819
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0509
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1198
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.0942
UserCPU time millis
17.911
UserCPU time millis testing
1.582
UserCPU time millis training
16.329