Run
7942792

Run 7942792

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.00166639964990186
mlr.classif.xgboost(7)_gamma0.0874152462099169
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight24.9633106571115
mlr.classif.xgboost(7)_subsample0.374744681734592
mlr.classif.xgboost(7)_colsample_bytree0.557115582376719
mlr.classif.xgboost(7)_colsample_bylevel0.251634639129043
mlr.classif.xgboost(7)_lambda264.626392284982
mlr.classif.xgboost(7)_alpha0.225788708440137
mlr.classif.xgboost(7)_nrounds745
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
0.8195
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7377
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4657
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3605.4705
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4609
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
0.7731
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7524
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7524
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9432
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4654
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9416
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.8145
UserCPU time millis
198.94
UserCPU time millis testing
0.27
UserCPU time millis training
198.67