Run
8339345

Run 8339345

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.trees757
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size27
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.696469374606386
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9865
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8678
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.701
Cross-validation details (10-fold Crossvalidation)
KB relative information score
398.8917
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2931
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
0.8946
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8758
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6471
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.329
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6914
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1255.9815
UserCPU time millis
13.855
UserCPU time millis testing
1.473
UserCPU time millis training
12.382