Run
8395787

Run 8395787

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 01-11-2017 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.trees81
mlr.classif.ranger(13)_mtry20
mlr.classif.ranger(13)_min.node.size65
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.881052727880888
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
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.845
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6513
Cross-validation details (10-fold Crossvalidation)
KB relative information score
424.6299
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2588
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
0.8503
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8497
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8497
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5714
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3329
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6996
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1295.3099
UserCPU time millis
2.249
UserCPU time millis testing
0.132
UserCPU time millis training
2.117