Run
7939962

Run 7939962

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)_eta0.0170283739725669
mlr.classif.xgboost(7)_gamma1.15371305410065
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight67.3129631477676
mlr.classif.xgboost(7)_subsample0.561595087102614
mlr.classif.xgboost(7)_colsample_bytree0.609239377081394
mlr.classif.xgboost(7)_colsample_bylevel0.691646610200405
mlr.classif.xgboost(7)_lambda500.241342612122
mlr.classif.xgboost(7)_alpha0.417173879300693
mlr.classif.xgboost(7)_nrounds519
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
0.8962
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8174
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6245
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20136.3048
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2897
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
0.8192
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8191
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8191
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5929
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.361
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7304
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
191.2708
UserCPU time millis
405.96
UserCPU time millis testing
0.4
UserCPU time millis training
405.56