Run
7941716

Run 7941716

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)_eta0.00618596496966944
mlr.classif.xgboost(7)_gamma12.805224237121
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight24.6349739368821
mlr.classif.xgboost(7)_subsample0.987947231857106
mlr.classif.xgboost(7)_colsample_bytree0.651342263445258
mlr.classif.xgboost(7)_colsample_bylevel0.899688785709441
mlr.classif.xgboost(7)_lambda0.0673975080336904
mlr.classif.xgboost(7)_alpha0.11623933527301
mlr.classif.xgboost(7)_nrounds4070
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
0.879
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18405.9024
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3064
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
0.7987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.627
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3767
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7622
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
199.3914
UserCPU time millis
810.56
UserCPU time millis testing
0.7
UserCPU time millis training
809.86