Run
8686768

Run 8686768

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.trees137
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size9
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.209396828967147
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
0.8975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6716
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2795
Cross-validation details (10-fold Crossvalidation)
KB relative information score
156.9457
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3953
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
0.8103
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7328
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7328
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8726
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4204
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8835
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.9121
UserCPU time millis
0.313
UserCPU time millis testing
0.055
UserCPU time millis training
0.258