Run
8643597

Run 8643597

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 11-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1638
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size30
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.545521319680847
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.906
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6734
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.283
Cross-validation details (10-fold Crossvalidation)
KB relative information score
156.2811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3958
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
0.8109
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7338
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7338
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8737
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8839
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1374.0951
UserCPU time millis
3.14
UserCPU time millis testing
0.48
UserCPU time millis training
2.66