Run
8339830

Run 8339830

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.trees221
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size37
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.670177352032624
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
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8322
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6203
Cross-validation details (10-fold Crossvalidation)
KB relative information score
358.5555
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3071
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
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8445
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8445
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.678
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7273
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.9468
UserCPU time millis
3.607
UserCPU time millis testing
0.355
UserCPU time millis training
3.252