Run
7947840

Run 7947840

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)_eta0.00161175398844009
mlr.classif.xgboost(7)_gamma0.0566825743575237
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight118.906151470932
mlr.classif.xgboost(7)_subsample0.349503796338104
mlr.classif.xgboost(7)_colsample_bytree0.672170898318291
mlr.classif.xgboost(7)_colsample_bylevel0.642001504078507
mlr.classif.xgboost(7)_lambda12.8991816403565
mlr.classif.xgboost(7)_alpha49.7384375294766
mlr.classif.xgboost(7)_nrounds4911
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
0.8897
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8095
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6081
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19694.0903
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2937
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
0.8117
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8114
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8114
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6011
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3664
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7412
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
193.7812
UserCPU time millis
2870.15
UserCPU time millis testing
3.3
UserCPU time millis training
2866.85