Run
7947637

Run 7947637

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.999008170609812
mlr.classif.xgboost(7)_gamma0.00147890375669172
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight24.4691969157503
mlr.classif.xgboost(7)_subsample0.516713802888989
mlr.classif.xgboost(7)_colsample_bytree0.863617421127856
mlr.classif.xgboost(7)_colsample_bylevel0.419770238362253
mlr.classif.xgboost(7)_lambda687.204367419957
mlr.classif.xgboost(7)_alpha4.80719274544256
mlr.classif.xgboost(7)_nrounds914
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7861
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30961.4959
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1657
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8955
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8956
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8956
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3391
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5585
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
171.3937
UserCPU time millis
747.56
UserCPU time millis testing
0.73
UserCPU time millis training
746.83