Run
8300381

Run 8300381

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 29-10-2017 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.trees300
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size4
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.690639048069716
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9928
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.881
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7309
Cross-validation details (10-fold Crossvalidation)
KB relative information score
363.0969
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3135
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
0.9029
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.692
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3404
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7153
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.011
UserCPU time millis
11.376
UserCPU time millis testing
1.417
UserCPU time millis training
9.959