Run
8644097

Run 8644097

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 11-12-2017 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.trees1957
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size119
mlr.classif.ranger(16)_sample.fraction0.787435404537246
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
0.8248
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5262
Cross-validation details (10-fold Crossvalidation)
KB relative information score
220.664
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3628
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
0.8505
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8121
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8121
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8009
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4042
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8494
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1199.9384
UserCPU time millis
5.221
UserCPU time millis testing
0.557
UserCPU time millis training
4.664