Run
7944656

Run 7944656

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.00362969109309319
mlr.classif.xgboost(7)_gamma0.0930022109040109
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight1.63079488501388
mlr.classif.xgboost(7)_subsample0.573137830058113
mlr.classif.xgboost(7)_colsample_bytree0.319128040596843
mlr.classif.xgboost(7)_colsample_bylevel0.455609510838985
mlr.classif.xgboost(7)_lambda0.0121857711828005
mlr.classif.xgboost(7)_alpha0.0042946772198594
mlr.classif.xgboost(7)_nrounds3803
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
0.8867
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8054
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5994
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18678.1033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3048
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
0.8114
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8087
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8087
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6238
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3712
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7509
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.664
UserCPU time millis
1265.29
UserCPU time millis testing
1.44
UserCPU time millis training
1263.85