Run
8258020

Run 8258020

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 26-10-2017 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.trees1543
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size202
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.752748620533384
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
0.7534
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.629
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1967
Cross-validation details (10-fold Crossvalidation)
KB relative information score
93.3529
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4127
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
0.7919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7077
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7077
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.911
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4447
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9344
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1751.8191
UserCPU time millis
2.214
UserCPU time millis testing
0.364
UserCPU time millis training
1.85