Run
6235987

Run 6235987

Task 146012 (Supervised Classification) electricity Uploaded 28-08-2017 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)_eta0.286424007792142
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight4.42675626785667
mlr.classif.xgboost(9)_subsample0.919877691427246
mlr.classif.xgboost(9)_colsample_bytree0.622883311938494
mlr.classif.xgboost(9)_colsample_bylevel0.782032039249316
mlr.classif.xgboost(9)_lambda79.7746607606474
mlr.classif.xgboost(9)_alpha0.335427315371746
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2885
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
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9364
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8698
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37596.8941
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0875
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
0.9364
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9364
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9364
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1792
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4433
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.9481
UserCPU time millis
7715.75
UserCPU time millis testing
105.247
UserCPU time millis training
7610.503