Run
8420331

Run 8420331

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 02-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1227
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size124
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.396320758922957
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
0.7816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5354
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0313
Cross-validation details (10-fold Crossvalidation)
KB relative information score
87.284
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4177
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
0.7771
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6618
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.6618
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.922
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9338
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.0113
UserCPU time millis
9.718
UserCPU time millis testing
1.29
UserCPU time millis training
8.428