Run
7886268

Run 7886268

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)_eta0.00470506041469898
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight1.44005455230876
mlr.classif.xgboost(9)_subsample0.26465592016466
mlr.classif.xgboost(9)_colsample_bytree0.608595138881356
mlr.classif.xgboost(9)_colsample_bylevel0.158087513176724
mlr.classif.xgboost(9)_lambda0.0188846424555196
mlr.classif.xgboost(9)_alpha154.118147319608
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2246
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
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7595
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5062
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11536.2228
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3838
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
0.776
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7677
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7677
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7854
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8421
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1295.0455
UserCPU time millis
1170.817
UserCPU time millis testing
17.995
UserCPU time millis training
1152.822