Run
7854112

Run 7854112

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)_eta0.00811219259680691
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight8.71031954099049
mlr.classif.xgboost(9)_subsample0.347852151957341
mlr.classif.xgboost(9)_colsample_bytree0.386632533976808
mlr.classif.xgboost(9)_colsample_bylevel0.644352205330506
mlr.classif.xgboost(9)_lambda0.0177095252972557
mlr.classif.xgboost(9)_alpha9.37233999073325
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds733
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
0.9132
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8354
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6616
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21153.4205
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2797
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
0.8365
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8365
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8365
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5725
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3481
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7043
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1243.7911
UserCPU time millis
1179.966
UserCPU time millis testing
18.987
UserCPU time millis training
1160.979