Run
7941758

Run 7941758

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.00557572672156065
mlr.classif.xgboost(7)_gamma107.593477460239
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight11.5355960807325
mlr.classif.xgboost(7)_subsample0.647845946135931
mlr.classif.xgboost(7)_colsample_bytree0.257088395580649
mlr.classif.xgboost(7)_colsample_bylevel0.474455087818205
mlr.classif.xgboost(7)_lambda0.00111375501760528
mlr.classif.xgboost(7)_alpha0.108828223545127
mlr.classif.xgboost(7)_nrounds901
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
0.8457
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7618
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5114
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12271.647
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3755
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
0.7814
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7685
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4103
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8301
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.3498
UserCPU time millis
330.07
UserCPU time millis testing
0.37
UserCPU time millis training
329.7