Run
8404173

Run 8404173

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 01-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees300
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_sample.fraction0.308785065403208
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9915
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8976
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.769
Cross-validation details (10-fold Crossvalidation)
KB relative information score
404.6562
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2938
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
0.9125
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.9019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6486
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3242
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6812
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1241.864
UserCPU time millis
6.881
UserCPU time millis testing
0.967
UserCPU time millis training
5.914