Run
8668630

Run 8668630

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 23-12-2017 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.trees513
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.17822676715441
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
0.9896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.882
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7332
Cross-validation details (10-fold Crossvalidation)
KB relative information score
480.3993
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2537
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
0.9046
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8883
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8883
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5601
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2984
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.627
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1867.1999
UserCPU time millis
1.842
UserCPU time millis testing
0.212
UserCPU time millis training
1.63