Run
7869541

Run 7869541

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)_eta0.01685348382944
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight3.29523810484909
mlr.classif.xgboost(9)_subsample0.780401276401244
mlr.classif.xgboost(9)_colsample_bytree0.800509981345385
mlr.classif.xgboost(9)_colsample_bylevel0.717278954107314
mlr.classif.xgboost(9)_lambda0.360895022586809
mlr.classif.xgboost(9)_alpha0.633603570320273
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds48
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
0.9376
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8603
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.713
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14392.9745
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3616
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
0.8612
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8611
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8611
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.74
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3791
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.767
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.1207
UserCPU time millis
163.153
UserCPU time millis testing
1.689
UserCPU time millis training
161.464