Run
8419396

Run 8419396

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 02-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1249
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size35
mlr.classif.ranger(13)_sample.fraction0.178804427804425
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
0.8305
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.71
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3442
Cross-validation details (10-fold Crossvalidation)
KB relative information score
184.5517
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3725
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
0.7163
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8222
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8674
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.2083
UserCPU time millis
14.68
UserCPU time millis testing
1.598
UserCPU time millis training
13.082