Run
7947207

Run 7947207

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)_eta0.031757083964549
mlr.classif.xgboost(7)_gamma5.8942219144019
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight1.92746929924104
mlr.classif.xgboost(7)_subsample0.743652333831415
mlr.classif.xgboost(7)_colsample_bytree0.643035004287958
mlr.classif.xgboost(7)_colsample_bylevel0.715378128550947
mlr.classif.xgboost(7)_lambda34.2806102452022
mlr.classif.xgboost(7)_alpha20.8677514157854
mlr.classif.xgboost(7)_nrounds658
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
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8392
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.67
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23615.9262
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2488
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
0.8395
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8399
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8399
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5091
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6848
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
160.0366
UserCPU time millis
317.08
UserCPU time millis testing
0.46
UserCPU time millis training
316.62