Run
7947841

Run 7947841

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.933927313264566
mlr.classif.xgboost(7)_gamma0.0788988006376593
mlr.classif.xgboost(7)_min_child_weight66.528512338863
mlr.classif.xgboost(7)_subsample0.861923538614064
mlr.classif.xgboost(7)_colsample_bytree0.534180872701108
mlr.classif.xgboost(7)_colsample_bylevel0.259904704429209
mlr.classif.xgboost(7)_lambda1.38997693605186
mlr.classif.xgboost(7)_alpha16.4938375855137
mlr.classif.xgboost(7)_nrounds82
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
0.9101
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8311
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6534
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23995.0896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2421
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
0.8312
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6971
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
226.6912
UserCPU time millis
30.13
UserCPU time millis testing
0.17
UserCPU time millis training
29.96