Run
7942730

Run 7942730

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)_eta0.0141464699208663
mlr.classif.xgboost(7)_gamma1.38944977902999
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight3.70344504492815
mlr.classif.xgboost(7)_subsample0.329901635134593
mlr.classif.xgboost(7)_colsample_bytree0.449501438066363
mlr.classif.xgboost(7)_colsample_bylevel0.292839251086116
mlr.classif.xgboost(7)_lambda0.00177712509223401
mlr.classif.xgboost(7)_alpha0.00369730069739501
mlr.classif.xgboost(7)_nrounds3453
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
0.8903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8091
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6072
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20074.4975
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2878
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
0.8127
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8116
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8116
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5891
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3655
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7395
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
203.1204
UserCPU time millis
897.11
UserCPU time millis testing
0.81
UserCPU time millis training
896.3