Run
8800783

Run 8800783

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 20-01-2018 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.trees989
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size18
mlr.classif.ranger(16)_sample.fraction0.796836003148928
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
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7181
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3735
Cross-validation details (10-fold Crossvalidation)
KB relative information score
203.3112
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.378
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
0.8255
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.762
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.762
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8343
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4032
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8473
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1375.5737
UserCPU time millis
3.411
UserCPU time millis testing
0.365
UserCPU time millis training
3.046