Run
8794563

Run 8794563

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 18-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees412
mlr.classif.ranger(16)_mtry3
mlr.classif.ranger(16)_min.node.size48
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.569772768346593
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9198
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4896
Cross-validation details (10-fold Crossvalidation)
KB relative information score
274.5356
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.338
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
0.8228
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7965
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7965
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.746
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3761
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7904
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1235.6515
UserCPU time millis
1.332
UserCPU time millis testing
0.203
UserCPU time millis training
1.129