Run
7941242

Run 7941242

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.36557550054744
mlr.classif.xgboost(7)_gamma0.0211658916989011
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight57.779598759389
mlr.classif.xgboost(7)_subsample0.260360765387304
mlr.classif.xgboost(7)_colsample_bytree0.51397083029151
mlr.classif.xgboost(7)_colsample_bylevel0.788230543211103
mlr.classif.xgboost(7)_lambda0.51216933250845
mlr.classif.xgboost(7)_alpha12.5972953394777
mlr.classif.xgboost(7)_nrounds3668
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
0.9544
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8856
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7655
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29941.1425
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1767
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
0.8855
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8857
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8857
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3617
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2885
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5836
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
206.4146
UserCPU time millis
1519.39
UserCPU time millis testing
1.73
UserCPU time millis training
1517.66