Run
7947273

Run 7947273

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)_eta0.00912108179258742
mlr.classif.xgboost(7)_gamma0.085065062408087
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight8.60270674995663
mlr.classif.xgboost(7)_subsample0.743144674226642
mlr.classif.xgboost(7)_colsample_bytree0.508066066727042
mlr.classif.xgboost(7)_colsample_bylevel0.37084045112133
mlr.classif.xgboost(7)_lambda47.7836678811656
mlr.classif.xgboost(7)_alpha944.790986083134
mlr.classif.xgboost(7)_nrounds1423
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
0.8116
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7526
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.492
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10021.7531
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4003
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
0.7686
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8192
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4262
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8623
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
170.8351
UserCPU time millis
577.71
UserCPU time millis testing
0.56
UserCPU time millis training
577.15