Run
8299645

Run 8299645

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 29-10-2017 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.trees566
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size212
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.76322707280051
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
0.7834
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5818
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1112
Cross-validation details (10-fold Crossvalidation)
KB relative information score
95.6387
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4142
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
0.7869
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6837
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.6837
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9144
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4418
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9283
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.9257
UserCPU time millis
4.649
UserCPU time millis testing
0.616
UserCPU time millis training
4.033