Run
7944582

Run 7944582

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0228198785477268
mlr.classif.xgboost(7)_gamma0.191189265479994
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight7.77101948745876
mlr.classif.xgboost(7)_subsample0.844156595948152
mlr.classif.xgboost(7)_colsample_bytree0.711153117567301
mlr.classif.xgboost(7)_colsample_bylevel0.692534994520247
mlr.classif.xgboost(7)_lambda41.3249709789364
mlr.classif.xgboost(7)_alpha0.088881326755651
mlr.classif.xgboost(7)_nrounds386
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
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8855
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28063.2927
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2017
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
0.8855
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8857
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8857
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4128
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.292
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5907
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
166.4768
UserCPU time millis
615.86
UserCPU time millis testing
0.56
UserCPU time millis training
615.3