Run
8340541

Run 8340541

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 30-10-2017 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.trees1618
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size110
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.718039056193084
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
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
173.9956
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.379
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
0.7806
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7651
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7651
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8366
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4144
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8708
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1278.5006
UserCPU time millis
17.62
UserCPU time millis testing
1.706
UserCPU time millis training
15.914