Run
8712976

Run 8712976

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 28-12-2017 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.trees1325
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size71
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.78735616914928
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
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8005
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5499
Cross-validation details (10-fold Crossvalidation)
KB relative information score
342.3626
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2952
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
0.8087
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6517
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3572
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7505
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1755.3645
UserCPU time millis
3.202
UserCPU time millis testing
0.388
UserCPU time millis training
2.814