Run
7947896

Run 7947896

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)_eta0.00121595044539429
mlr.classif.xgboost(7)_gamma0.00658633997144976
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight13.5145300753209
mlr.classif.xgboost(7)_subsample0.416534782713279
mlr.classif.xgboost(7)_colsample_bytree0.837992183305323
mlr.classif.xgboost(7)_colsample_bylevel0.620253058709204
mlr.classif.xgboost(7)_lambda0.00273810294829109
mlr.classif.xgboost(7)_alpha0.0526832497036627
mlr.classif.xgboost(7)_nrounds2757
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
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7248
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25177.1733
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.235
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
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8662
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8662
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4809
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.314
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6352
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
186.843
UserCPU time millis
4164.4
UserCPU time millis testing
9.2
UserCPU time millis training
4155.2