Run
8694543

Run 8694543

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 26-12-2017 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.trees1820
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size22
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.109713343554176
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
0.7928
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5237
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0118
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.4763
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4273
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
0.7749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6566
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.6566
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4513
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9484
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1362.9156
UserCPU time millis
2.853
UserCPU time millis testing
0.458
UserCPU time millis training
2.395