Run
7944522

Run 7944522

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.00434790794539388
mlr.classif.xgboost(7)_gamma988.600060889515
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight79.6091000442803
mlr.classif.xgboost(7)_subsample0.990560117084533
mlr.classif.xgboost(7)_colsample_bytree0.901689083874226
mlr.classif.xgboost(7)_colsample_bylevel0.223366753384471
mlr.classif.xgboost(7)_lambda45.720066249954
mlr.classif.xgboost(7)_alpha0.0164010248728587
mlr.classif.xgboost(7)_nrounds3599
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
0.8328
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4993
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12126.5727
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3777
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
0.7742
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7648
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7648
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.773
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8382
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
199.0254
UserCPU time millis
1245.64
UserCPU time millis testing
0.73
UserCPU time millis training
1244.91