Run
6249250

Run 6249250

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)_eta0.00821499577672577
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight16.0695579237582
mlr.classif.xgboost(9)_subsample0.989754596492276
mlr.classif.xgboost(9)_colsample_bytree0.740495262201875
mlr.classif.xgboost(9)_colsample_bylevel0.286269108299166
mlr.classif.xgboost(9)_lambda0.529556833229131
mlr.classif.xgboost(9)_alpha0.0857491768434924
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4925
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
0.99
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
616.8639
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.187
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
0.9575
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9572
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.9572
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4129
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5039
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.9412
UserCPU time millis
135.407
UserCPU time millis testing
1.148
UserCPU time millis training
134.259