Run
6249272

Run 6249272

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 28-08-2017 by OpenML_Bot R
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  • AzureBot17 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00323773670194431
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight57.6624318630908
mlr.classif.xgboost(9)_subsample0.99274834911339
mlr.classif.xgboost(9)_colsample_bytree0.70333466026932
mlr.classif.xgboost(9)_colsample_bylevel0.783380021108314
mlr.classif.xgboost(9)_lambda0.0539733798346987
mlr.classif.xgboost(9)_alpha1.48712392632087
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds961
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(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
0.7717
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7125
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3535
Cross-validation details (10-fold Crossvalidation)
KB relative information score
112.4501
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4059
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
0.7614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7463
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7463
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8961
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4371
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9186
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.9044
UserCPU time millis
25.988
UserCPU time millis testing
0.251
UserCPU time millis training
25.737