Run
8736679

Run 8736679

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 29-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1291
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size21
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.227792054158635
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9022
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5842
Cross-validation details (10-fold Crossvalidation)
KB relative information score
323.3172
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3204
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
0.867
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7072
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3656
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7683
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1752.4403
UserCPU time millis
3.008
UserCPU time millis testing
0.352
UserCPU time millis training
2.656