Run
8088285

Run 8088285

Task 49 (Supervised Classification) tic-tac-toe Uploaded 18-10-2017 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.trees611
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size164
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.969719328312203
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
0.8149
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.706
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3386
Cross-validation details (10-fold Crossvalidation)
KB relative information score
153.2417
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3849
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
0.7507
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7401
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7401
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8497
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8838
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1866.0766
UserCPU time millis
1.143
UserCPU time millis testing
0.136
UserCPU time millis training
1.007