Run
7947930

Run 7947930

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)_eta0.041016369282546
mlr.classif.xgboost(7)_gamma1016.52200185641
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight18.543245804693
mlr.classif.xgboost(7)_subsample0.511873526219279
mlr.classif.xgboost(7)_colsample_bytree0.711432046629489
mlr.classif.xgboost(7)_colsample_bylevel0.942207525297999
mlr.classif.xgboost(7)_lambda9.01978602493528
mlr.classif.xgboost(7)_alpha0.481456463492706
mlr.classif.xgboost(7)_nrounds18
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
0.797
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7491
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4854
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5820.5304
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4416
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
0.7685
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7587
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7587
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9038
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4503
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9111
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
254.4021
UserCPU time millis
31.11
UserCPU time millis testing
0.51
UserCPU time millis training
30.6