Run
8340522

Run 8340522

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.trees1760
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size48
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.566496106586419
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
0.9134
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
301.592
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3253
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
0.8391
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7181
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3679
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7731
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.819
UserCPU time millis
25.782
UserCPU time millis testing
2.126
UserCPU time millis training
23.656