Run
7945250

Run 7945250

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)_eta0.00722271236137461
mlr.classif.xgboost(7)_gamma0.760778451541173
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight2.99273618790701
mlr.classif.xgboost(7)_subsample0.420065752253868
mlr.classif.xgboost(7)_colsample_bytree0.392808928340673
mlr.classif.xgboost(7)_colsample_bylevel0.742128228209913
mlr.classif.xgboost(7)_lambda22.1015781831078
mlr.classif.xgboost(7)_alpha10.8308265293074
mlr.classif.xgboost(7)_nrounds448
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
0.8915
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8125
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6141
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16532.841
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3322
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
0.8172
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8153
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8153
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6799
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3771
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7629
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.6697
UserCPU time millis
353.11
UserCPU time millis testing
0.6
UserCPU time millis training
352.51