Run
6248117

Run 6248117

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 28-08-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0185700529608128
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight16.2135208412016
mlr.classif.xgboost(9)_subsample0.857042109733447
mlr.classif.xgboost(9)_colsample_bytree0.468742492608726
mlr.classif.xgboost(9)_colsample_bylevel0.580567168304697
mlr.classif.xgboost(9)_lambda0.0392298749576791
mlr.classif.xgboost(9)_alpha141.57934724067
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2714
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
0.6045
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5944
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1959
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-166.4044
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5
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
0.6522
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.5856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1036
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0506
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1241.3671
UserCPU time millis
46.569
UserCPU time millis testing
0.254
UserCPU time millis training
46.315