Run
8685055

Run 8685055

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 25-12-2017 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.trees2000
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size56
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.18569463447202
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
0.8055
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3123
Cross-validation details (10-fold Crossvalidation)
KB relative information score
138.0144
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3922
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
0.7109
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7203
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7203
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8658
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4285
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9005
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1734.4776
UserCPU time millis
3.329
UserCPU time millis testing
0.465
UserCPU time millis training
2.864