Run
7938273

Run 7938273

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.0022185612755418
mlr.classif.xgboost(7)_gamma0.00515077366075742
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight45.101541926215
mlr.classif.xgboost(7)_subsample0.568217148724943
mlr.classif.xgboost(7)_colsample_bytree0.345402710326016
mlr.classif.xgboost(7)_colsample_bylevel0.495124106481671
mlr.classif.xgboost(7)_lambda0.00122191518460185
mlr.classif.xgboost(7)_alpha0.0012663816346729
mlr.classif.xgboost(7)_nrounds3761
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
0.8894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8104
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17990.8694
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3139
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
0.8161
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8135
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8135
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6425
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3722
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.753
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.648
UserCPU time millis
1625.1
UserCPU time millis testing
3.29
UserCPU time millis training
1621.81