Run
8371619

Run 8371619

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 31-10-2017 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.trees1651
mlr.classif.ranger(13)_mtry22
mlr.classif.ranger(13)_min.node.size85
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.356232524593361
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6971
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3225
Cross-validation details (10-fold Crossvalidation)
KB relative information score
182.3436
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3697
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
0.6947
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7025
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7025
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8161
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4156
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8734
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.2559
UserCPU time millis
19.937
UserCPU time millis testing
1.498
UserCPU time millis training
18.439