Run
7937497

Run 7937497

Task 219 (Supervised Classification) electricity Uploaded 02-10-2017 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)_eta0.0239666484129923
mlr.classif.xgboost(7)_gamma0.0521942433075561
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight23.8781942884459
mlr.classif.xgboost(7)_subsample0.944976973789744
mlr.classif.xgboost(7)_colsample_bytree0.249707439914346
mlr.classif.xgboost(7)_colsample_bylevel0.541710923984647
mlr.classif.xgboost(7)_lambda14.9919991112148
mlr.classif.xgboost(7)_alpha8.06995620139283
mlr.classif.xgboost(7)_nrounds1919
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
0.9241
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8464
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6847
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23867.0213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.247
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
0.8468
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8471
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8471
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5055
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3331
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.674
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
185.2456
UserCPU time millis
801.24
UserCPU time millis testing
0.89
UserCPU time millis training
800.35