Run
7941119

Run 7941119

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.00520835512214341
mlr.classif.xgboost(7)_gamma0.00176518995128975
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight6.17198023119393
mlr.classif.xgboost(7)_subsample0.431345009035431
mlr.classif.xgboost(7)_colsample_bytree0.887503939121962
mlr.classif.xgboost(7)_colsample_bylevel0.796750072948635
mlr.classif.xgboost(7)_lambda40.5004373482581
mlr.classif.xgboost(7)_alpha0.00385326153025095
mlr.classif.xgboost(7)_nrounds4712
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
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8944
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7835
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29982.1554
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1785
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
0.8943
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8945
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8945
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3654
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2784
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5632
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
208.1601
UserCPU time millis
5787.1
UserCPU time millis testing
13.89
UserCPU time millis training
5773.21