Run
7945244

Run 7945244

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.164561777292253
mlr.classif.xgboost(7)_gamma1.09071900898611
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight2.09978787270536
mlr.classif.xgboost(7)_subsample0.626839680783451
mlr.classif.xgboost(7)_colsample_bytree0.737708221934736
mlr.classif.xgboost(7)_colsample_bylevel0.815821538306773
mlr.classif.xgboost(7)_lambda0.496368539560436
mlr.classif.xgboost(7)_alpha10.0295337871365
mlr.classif.xgboost(7)_nrounds4484
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
0.9736
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9152
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8264
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33141.0772
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1416
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
0.9152
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9153
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9153
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2899
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2506
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5071
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
205.2355
UserCPU time millis
2494.52
UserCPU time millis testing
2.29
UserCPU time millis training
2492.23