Run
8317557

Run 8317557

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 29-10-2017 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.trees594
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_min.node.size27
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.145268409745768
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
0.8308
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3553
Cross-validation details (10-fold Crossvalidation)
KB relative information score
180.1528
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.375
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
0.7259
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7338
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7338
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8279
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4138
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8696
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.7057
UserCPU time millis
6.185
UserCPU time millis testing
0.597
UserCPU time millis training
5.588