Run
8333175

Run 8333175

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 30-10-2017 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.trees310
mlr.classif.ranger(13)_mtry20
mlr.classif.ranger(13)_min.node.size331
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.966858837893233
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
0.7726
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7002
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.34
Cross-validation details (10-fold Crossvalidation)
KB relative information score
151.6436
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3835
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
0.7011
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.6994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8466
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4299
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9034
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1288.2448
UserCPU time millis
4.239
UserCPU time millis testing
0.3
UserCPU time millis training
3.939