Run
8630330

Run 8630330

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 09-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1917
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size2
mlr.classif.ranger(15)_sample.fraction0.726776063092984
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9478
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.883
Cross-validation details (10-fold Crossvalidation)
KB relative information score
576.3483
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2108
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
0.9526
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9489
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.9489
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4654
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.253
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5317
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1483.6365
UserCPU time millis
10.82
UserCPU time millis testing
1.39
UserCPU time millis training
9.43