Run
8324823

Run 8324823

Task 3494 (Supervised Classification) monks-problems-3 Uploaded 30-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees56
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size230
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.62133756862022
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
0.958
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8368
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6754
Cross-validation details (10-fold Crossvalidation)
KB relative information score
266.6301
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.286
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
0.8543
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8394
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.8394
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.573
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3309
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6622
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1291.617
UserCPU time millis
0.486
UserCPU time millis testing
0.051
UserCPU time millis training
0.435