Run
8339875

Run 8339875

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.trees991
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size198
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.962717411201447
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
0.8136
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7137
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3556
Cross-validation details (10-fold Crossvalidation)
KB relative information score
145.84
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3908
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
0.7592
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7463
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7463
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8933
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.9848
UserCPU time millis
9.764
UserCPU time millis testing
1.278
UserCPU time millis training
8.486