Run
8088253

Run 8088253

Task 49 (Supervised Classification) tic-tac-toe Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees508
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size46
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.540891341399401
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8795
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6355
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
130.2979
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4054
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
0.8001
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7119
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7119
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8949
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4299
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9034
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1840.7014
UserCPU time millis
0.988
UserCPU time millis testing
0.144
UserCPU time millis training
0.844