Run
7902560

Run 7902560

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)_boostergblinear
mlr.classif.xgboost(9)_eta0.00183164746020298
mlr.classif.xgboost(9)_subsample0.461717291153036
mlr.classif.xgboost(9)_lambda0.368409198540217
mlr.classif.xgboost(9)_alpha2.92620862090023
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds582
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
0.7432
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.609
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2368
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2231.3754
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.471
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
0.7015
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6593
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.6593
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9639
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4757
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9625
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1251.3388
UserCPU time millis
234.821
UserCPU time millis testing
0.094
UserCPU time millis training
234.727