Run
7945201

Run 7945201

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.107384718789557
mlr.classif.xgboost(7)_gamma0.000994415762873234
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight3.85411278954468
mlr.classif.xgboost(7)_subsample0.370104279927909
mlr.classif.xgboost(7)_colsample_bytree0.587860098667443
mlr.classif.xgboost(7)_colsample_bylevel0.689650340937078
mlr.classif.xgboost(7)_lambda459.082121866312
mlr.classif.xgboost(7)_alpha3.37891922899336
mlr.classif.xgboost(7)_nrounds3405
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
0.959
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8896
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7739
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29867.5921
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1788
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
0.8896
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8898
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8898
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3659
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2828
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5721
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
179.7414
UserCPU time millis
3455.51
UserCPU time millis testing
7.1
UserCPU time millis training
3448.41