Run
8419759

Run 8419759

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 02-11-2017 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.trees719
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size3
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.87398663284257
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
0.9949
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8928
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.758
Cross-validation details (10-fold Crossvalidation)
KB relative information score
386.2116
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.304
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.91
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8977
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8977
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.671
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.331
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6956
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.5452
UserCPU time millis
23.197
UserCPU time millis testing
3.004
UserCPU time millis training
20.193