Run
8266024

Run 8266024

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 27-10-2017 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.trees1863
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size31
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.350585100194439
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
0.9217
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7951
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5366
Cross-validation details (10-fold Crossvalidation)
KB relative information score
317.9052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3144
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
0.8314
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8121
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8121
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.694
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3619
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7605
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1730.0788
UserCPU time millis
4.684
UserCPU time millis testing
0.697
UserCPU time millis training
3.987