Run
8266039

Run 8266039

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 27-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1183
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.333780502481386
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9064
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.789
Cross-validation details (10-fold Crossvalidation)
KB relative information score
548.834
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2224
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
0.9211
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9102
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.9102
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.491
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2682
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5637
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1065.866
UserCPU time millis
7.735
UserCPU time millis testing
1.332
UserCPU time millis training
6.403