Run
7945279

Run 7945279

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)_eta0.00317009028087651
mlr.classif.xgboost(7)_gamma179.551508561813
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight84.1087228800307
mlr.classif.xgboost(7)_subsample0.277193605294451
mlr.classif.xgboost(7)_colsample_bytree0.510873012803495
mlr.classif.xgboost(7)_colsample_bylevel0.974107015691698
mlr.classif.xgboost(7)_lambda498.04297656694
mlr.classif.xgboost(7)_alpha0.00938391222280358
mlr.classif.xgboost(7)_nrounds2290
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
0.8235
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7531
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.493
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11998.9298
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3792
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
0.7691
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7615
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7615
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7762
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4168
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8432
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.0454
UserCPU time millis
1170.37
UserCPU time millis testing
0.37
UserCPU time millis training
1170