Run
8730993

Run 8730993

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 29-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1617
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size73
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.603913530451246
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.859
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7148
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3634
Cross-validation details (10-fold Crossvalidation)
KB relative information score
171.2425
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.382
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
0.7985
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7557
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7557
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8432
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4129
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8676
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1828.3963
UserCPU time millis
3.088
UserCPU time millis testing
0.419
UserCPU time millis training
2.669