Run
7942719

Run 7942719

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.0105587163718353
mlr.classif.xgboost(7)_gamma0.0160273808110165
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight3.15390527050435
mlr.classif.xgboost(7)_subsample0.846844117413275
mlr.classif.xgboost(7)_colsample_bytree0.528997888043523
mlr.classif.xgboost(7)_colsample_bylevel0.776551999524236
mlr.classif.xgboost(7)_lambda0.00259580117668343
mlr.classif.xgboost(7)_alpha1.16800651627757
mlr.classif.xgboost(7)_nrounds3260
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
0.9752
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9175
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8309
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32315.094
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.153
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
0.9175
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9175
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9175
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3131
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5074
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
190.4042
UserCPU time millis
2220.07
UserCPU time millis testing
5.23
UserCPU time millis training
2214.84