Run
8544492

Run 8544492

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 19-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1429
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size71
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.641343311965466
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8599
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7412
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4144
Cross-validation details (10-fold Crossvalidation)
KB relative information score
274.0636
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3285
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
0.7595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7599
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7599
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7251
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.379
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7965
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1769.1017
UserCPU time millis
3.062
UserCPU time millis testing
0.361
UserCPU time millis training
2.701