Run
8792050

Run 8792050

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 16-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees790
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size35
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.436067734961398
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9474
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8158
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5834
Cross-validation details (10-fold Crossvalidation)
KB relative information score
344.5095
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3027
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
0.8495
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8299
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8299
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6681
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3523
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7404
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1740.0449
UserCPU time millis
2.139
UserCPU time millis testing
0.237
UserCPU time millis training
1.902