Run
7947824

Run 7947824

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)_eta0.396856052241093
mlr.classif.xgboost(7)_gamma0.010014334092686
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight29.4106136110319
mlr.classif.xgboost(7)_subsample0.179590527317487
mlr.classif.xgboost(7)_colsample_bytree0.301381046883762
mlr.classif.xgboost(7)_colsample_bylevel0.455320802889764
mlr.classif.xgboost(7)_lambda0.0417190521754372
mlr.classif.xgboost(7)_alpha81.4488721923847
mlr.classif.xgboost(7)_nrounds1033
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
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7957
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5794
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18715.4421
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3036
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
0.8015
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7992
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7992
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6213
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3761
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.761
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.3764
UserCPU time millis
173.23
UserCPU time millis testing
0.24
UserCPU time millis training
172.99