OpenML
7944953

Run 7944953

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)_eta0.00680721299964351
mlr.classif.xgboost(7)_gamma0.00687737172973686
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight7.07257376721722
mlr.classif.xgboost(7)_subsample0.127585813123733
mlr.classif.xgboost(7)_colsample_bytree0.996982427313924
mlr.classif.xgboost(7)_colsample_bylevel0.731134657748044
mlr.classif.xgboost(7)_lambda785.720198328305
mlr.classif.xgboost(7)_alpha8.39602683690976
mlr.classif.xgboost(7)_nrounds708
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
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7582
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5033
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11947.3209
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3803
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
0.7728
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7659
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7784
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8421
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
189.8877
UserCPU time millis
170.12
UserCPU time millis testing
0.21
UserCPU time millis training
169.91