Run
7881104

Run 7881104

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)_eta0.00139664943645274
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight9.63333094318957
mlr.classif.xgboost(9)_subsample0.523951404867694
mlr.classif.xgboost(9)_colsample_bytree0.510742480866611
mlr.classif.xgboost(9)_colsample_bylevel0.515733757521957
mlr.classif.xgboost(9)_lambda453.111256221642
mlr.classif.xgboost(9)_alpha0.635614544013472
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2397
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
0.8708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7824
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5525
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14020.1906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3591
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
0.794
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7881
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7881
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7349
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3956
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8004
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1298.5009
UserCPU time millis
3395.039
UserCPU time millis testing
48.36
UserCPU time millis training
3346.679