Run
7851960

Run 7851960

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00151759607637887
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight61.3106518726126
mlr.classif.xgboost(9)_subsample0.703396505652927
mlr.classif.xgboost(9)_colsample_bytree0.620397643418983
mlr.classif.xgboost(9)_colsample_bylevel0.383903722977266
mlr.classif.xgboost(9)_lambda0.0140715750543076
mlr.classif.xgboost(9)_alpha2.15791921907112
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1036
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5866
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14006.6763
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3602
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
0.8066
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8031
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8031
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7373
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3913
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7917
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1252.1376
UserCPU time millis
1513.922
UserCPU time millis testing
26.425
UserCPU time millis training
1487.497