Run
7944634

Run 7944634

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)_eta0.0408639940196351
mlr.classif.xgboost(7)_gamma17.6473986667608
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight2.98267293330572
mlr.classif.xgboost(7)_subsample0.461488492228091
mlr.classif.xgboost(7)_colsample_bytree0.659966107271612
mlr.classif.xgboost(7)_colsample_bylevel0.338173526711762
mlr.classif.xgboost(7)_lambda1.19356876968316
mlr.classif.xgboost(7)_alpha20.7646504369178
mlr.classif.xgboost(7)_nrounds821
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
0.911
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6545
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22737.9076
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2589
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
0.832
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8325
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8325
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5299
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3457
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6995
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
166.5982
UserCPU time millis
687.36
UserCPU time millis testing
0.36
UserCPU time millis training
687