Run
7947154

Run 7947154

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.00361630435510566
mlr.classif.xgboost(7)_gamma30.5327664846133
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight1.87102636312846
mlr.classif.xgboost(7)_subsample0.487667634454556
mlr.classif.xgboost(7)_colsample_bytree0.900831538252532
mlr.classif.xgboost(7)_colsample_bylevel0.253371534124017
mlr.classif.xgboost(7)_lambda150.558794131123
mlr.classif.xgboost(7)_alpha122.86364789563
mlr.classif.xgboost(7)_nrounds536
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
0.8401
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7613
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10497.5844
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3957
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
0.776
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7689
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7689
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8098
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4198
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8493
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.6797
UserCPU time millis
206.06
UserCPU time millis testing
0.36
UserCPU time millis training
205.7