Run
7915266

Run 7915266

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)_eta0.0488215975939271
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight1.70592033425084
mlr.classif.xgboost(9)_subsample0.320851443032734
mlr.classif.xgboost(9)_colsample_bytree0.850590164074674
mlr.classif.xgboost(9)_colsample_bylevel0.764819988515228
mlr.classif.xgboost(9)_lambda0.578984418148482
mlr.classif.xgboost(9)_alpha1.27238233134797
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2610
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
0.9823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9331
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8629
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36941.027
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0957
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
0.933
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9331
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9331
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1958
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2225
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4502
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.4148
UserCPU time millis
8038.154
UserCPU time millis testing
103.442
UserCPU time millis training
7934.712