Run
8260213

Run 8260213

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 26-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees382
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size304
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.622879866254516
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
0.77
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.257
Cross-validation details (10-fold Crossvalidation)
KB relative information score
105.9133
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4072
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
0.6812
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6973
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.6973
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8988
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4413
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9274
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1870.5216
UserCPU time millis
0.809
UserCPU time millis testing
0.087
UserCPU time millis training
0.722