Run
8418616

Run 8418616

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 02-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1742
mlr.classif.ranger(13)_mtry10
mlr.classif.ranger(13)_min.node.size125
mlr.classif.ranger(13)_sample.fraction0.606192505173385
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
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7056
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3341
Cross-validation details (10-fold Crossvalidation)
KB relative information score
171.6167
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3778
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
0.7127
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7234
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7234
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.834
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.418
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8784
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.1512
UserCPU time millis
21.218
UserCPU time millis testing
1.754
UserCPU time millis training
19.464