OpenML
8316312

Run 8316312

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 29-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees596
mlr.classif.ranger(13)_mtry20
mlr.classif.ranger(13)_min.node.size55
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.822006045747548
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
0.9708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7779
Cross-validation details (10-fold Crossvalidation)
KB relative information score
470.4597
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2433
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
0.913
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.905
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.905
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5371
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3126
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.657
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1261.4151
UserCPU time millis
16.244
UserCPU time millis testing
0.771
UserCPU time millis training
15.473