Run
6250028

Run 6250028

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)_eta0.560895269129723
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight10.2643451365532
mlr.classif.xgboost(9)_subsample0.404774019750766
mlr.classif.xgboost(9)_colsample_bytree0.0888683265075088
mlr.classif.xgboost(9)_colsample_bylevel0.573278096504509
mlr.classif.xgboost(9)_lambda0.00166669451037715
mlr.classif.xgboost(9)_alpha0.745062914396877
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1455
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
0.9822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9605
Cross-validation details (10-fold Crossvalidation)
KB relative information score
760.1513
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1149
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
0.9825
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9823
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.9823
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2537
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.168
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.353
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1255.4175
UserCPU time millis
25.459
UserCPU time millis testing
0.212
UserCPU time millis training
25.247