Run
8635672

Run 8635672

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 10-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1089
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size154
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.84903663971927
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8085
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5284
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0196
Cross-validation details (10-fold Crossvalidation)
KB relative information score
83.1108
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4196
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
0.7758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6587
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.6587
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9262
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9344
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1403.016
UserCPU time millis
1.46
UserCPU time millis testing
0.23
UserCPU time millis training
1.23