Run
8694558

Run 8694558

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 26-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1444
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size9
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.482056548330002
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9064
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.789
Cross-validation details (10-fold Crossvalidation)
KB relative information score
575.4128
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.205
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
0.9211
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9102
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.9102
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4525
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2621
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5507
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1368.0234
UserCPU time millis
5.488
UserCPU time millis testing
0.652
UserCPU time millis training
4.836