Run
7942796

Run 7942796

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)_eta0.0233785052257631
mlr.classif.xgboost(7)_gamma0.0471612599465846
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight28.928560612971
mlr.classif.xgboost(7)_subsample0.600083520798944
mlr.classif.xgboost(7)_colsample_bytree0.50025763399899
mlr.classif.xgboost(7)_colsample_bylevel0.77987160757184
mlr.classif.xgboost(7)_lambda203.437536024327
mlr.classif.xgboost(7)_alpha170.320985518532
mlr.classif.xgboost(7)_nrounds3618
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
0.8955
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8163
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6222
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20653.4609
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2829
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
0.818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.818
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.818
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3605
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7293
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.9912
UserCPU time millis
1027.19
UserCPU time millis testing
0.82
UserCPU time millis training
1026.37