Run
8628976

Run 8628976

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 09-12-2017 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.trees578
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size29
mlr.classif.ranger(16)_sample.fraction0.456441411585547
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
0.9182
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5157
Cross-validation details (10-fold Crossvalidation)
KB relative information score
236.7327
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3622
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
0.8375
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8069
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8069
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7995
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3917
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8231
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1318.0052
UserCPU time millis
1.572
UserCPU time millis testing
0.237
UserCPU time millis training
1.335