Run
7945229

Run 7945229

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)_eta0.286341413216525
mlr.classif.xgboost(7)_gamma60.6479477050598
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight89.4535827533727
mlr.classif.xgboost(7)_subsample0.299484677263536
mlr.classif.xgboost(7)_colsample_bytree0.340437218733132
mlr.classif.xgboost(7)_colsample_bylevel0.819302684441209
mlr.classif.xgboost(7)_lambda0.00100729871397621
mlr.classif.xgboost(7)_alpha0.637081037871628
mlr.classif.xgboost(7)_nrounds3573
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
0.8888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8099
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20358.1714
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2846
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
0.8113
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8115
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8115
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5825
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3655
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7395
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
207.8481
UserCPU time millis
1068.73
UserCPU time millis testing
0.37
UserCPU time millis training
1068.36