Run
7939939

Run 7939939

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.317781484942823
mlr.classif.xgboost(7)_gamma701.249054249442
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight1.28224905831091
mlr.classif.xgboost(7)_subsample0.91881404677406
mlr.classif.xgboost(7)_colsample_bytree0.400000845640898
mlr.classif.xgboost(7)_colsample_bylevel0.298055569268763
mlr.classif.xgboost(7)_lambda466.345670589318
mlr.classif.xgboost(7)_alpha263.105643729654
mlr.classif.xgboost(7)_nrounds3932
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
0.8166
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7524
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4918
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11867.0722
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3803
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
0.7699
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7613
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7613
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7783
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8444
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
187.3174
UserCPU time millis
987.68
UserCPU time millis testing
0.47
UserCPU time millis training
987.21