Run
8736436

Run 8736436

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.trees663
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size11
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.235753556690179
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
0.9939
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9747
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9437
Cross-validation details (10-fold Crossvalidation)
KB relative information score
535.885
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2268
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
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9749
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.9749
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5007
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2766
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5813
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1721.4091
UserCPU time millis
2.004
UserCPU time millis testing
0.229
UserCPU time millis training
1.775