Run
8372137

Run 8372137

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees553
mlr.classif.ranger(13)_mtry19
mlr.classif.ranger(13)_min.node.size62
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.558211998012848
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
0.8582
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4461
Cross-validation details (10-fold Crossvalidation)
KB relative information score
304.1735
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3128
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
0.7841
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7756
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7756
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6904
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3696
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7767
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.0477
UserCPU time millis
10.184
UserCPU time millis testing
0.626
UserCPU time millis training
9.558