Run
8332843

Run 8332843

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 30-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1768
mlr.classif.ranger(13)_mtry18
mlr.classif.ranger(13)_min.node.size76
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.189455384248868
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.7658
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6882
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3082
Cross-validation details (10-fold Crossvalidation)
KB relative information score
128.1578
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3972
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
0.6868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.69
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.69
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8769
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4368
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9178
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.5062
UserCPU time millis
14.301
UserCPU time millis testing
1.347
UserCPU time millis training
12.954