Run
8317359

Run 8317359

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.trees560
mlr.classif.ranger(13)_mtry25
mlr.classif.ranger(13)_min.node.size49
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.642082510329783
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
0.9399
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8318
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6281
Cross-validation details (10-fold Crossvalidation)
KB relative information score
429.6088
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2555
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
0.8316
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8319
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8319
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5641
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6977
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.4599
UserCPU time millis
14.071
UserCPU time millis testing
0.726
UserCPU time millis training
13.345