Run
6249199

Run 6249199

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)_eta0.0146326686053732
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight2.20691428106311
mlr.classif.xgboost(9)_subsample0.991763260914013
mlr.classif.xgboost(9)_colsample_bytree0.0743178587872535
mlr.classif.xgboost(9)_colsample_bylevel0.986261809710413
mlr.classif.xgboost(9)_lambda0.290166833873918
mlr.classif.xgboost(9)_alpha0.00637987386655768
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds243
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
0.7724
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5469
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0506
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67.754
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4268
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
0.7794
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9421
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4504
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9464
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.0135
Total cost
UserCPU time millis
4.682
UserCPU time millis testing
-0.04
UserCPU time millis training
4.722