Run
7947628

Run 7947628

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.21987621801995
mlr.classif.xgboost(7)_gamma21.696433212239
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight2.38226171503571
mlr.classif.xgboost(7)_subsample0.610552537348121
mlr.classif.xgboost(7)_colsample_bytree0.61426169257611
mlr.classif.xgboost(7)_colsample_bylevel0.657900467514992
mlr.classif.xgboost(7)_lambda0.277741394666884
mlr.classif.xgboost(7)_alpha2.74654579023348
mlr.classif.xgboost(7)_nrounds3752
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
0.9228
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8449
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6817
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24014.3196
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2442
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
0.8451
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8455
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8455
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3342
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6761
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
172.9579
UserCPU time millis
968.6
UserCPU time millis testing
0.66
UserCPU time millis training
967.94