Run
8694549

Run 8694549

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 26-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1772
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size70
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.744057958433405
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7746
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.49
Cross-validation details (10-fold Crossvalidation)
KB relative information score
308.2457
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3133
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
0.7994
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7912
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7912
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6915
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3669
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.771
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1376.322
UserCPU time millis
3.607
UserCPU time millis testing
0.393
UserCPU time millis training
3.214