Run
8694550

Run 8694550

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.trees1611
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size672
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.804237819602713
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
0.7113
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
110.7246
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4058
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
0.8959
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4473
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.94
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.5225
UserCPU time millis
1.783
UserCPU time millis testing
0.279
UserCPU time millis training
1.504