Run
7942777

Run 7942777

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)_eta0.00554808871104248
mlr.classif.xgboost(7)_gamma60.2043335475315
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight13.8498883767168
mlr.classif.xgboost(7)_subsample0.234266407578252
mlr.classif.xgboost(7)_colsample_bytree0.905454778298736
mlr.classif.xgboost(7)_colsample_bylevel0.377609843015671
mlr.classif.xgboost(7)_lambda0.00173593184415387
mlr.classif.xgboost(7)_alpha971.582095216077
mlr.classif.xgboost(7)_nrounds2380
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
0.7736
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7453
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4784
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1127.4639
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4804
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
0.7678
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7561
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7561
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9832
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4824
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.976
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
225.4434
UserCPU time millis
489.88
UserCPU time millis testing
0.32
UserCPU time millis training
489.56