Run
7946332

Run 7946332

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)_eta0.00547974738000864
mlr.classif.xgboost(7)_gamma0.573592670695786
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight28.8884506795799
mlr.classif.xgboost(7)_subsample0.569917603861541
mlr.classif.xgboost(7)_colsample_bytree0.364739409461617
mlr.classif.xgboost(7)_colsample_bylevel0.326471420191228
mlr.classif.xgboost(7)_lambda0.0632183521966096
mlr.classif.xgboost(7)_alpha0.00116530945124528
mlr.classif.xgboost(7)_nrounds4662
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
0.9197
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8411
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6735
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23337.6355
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2528
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
0.8418
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.842
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.842
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5174
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6833
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
190.0886
UserCPU time millis
2371.04
UserCPU time millis testing
4.23
UserCPU time millis training
2366.81