Run
6358665

Run 6358665

Task 146012 (Supervised Classification) electricity Uploaded 29-08-2017 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)_eta0.643139082239363
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight11.8704526201978
mlr.classif.xgboost(9)_subsample0.728502495214343
mlr.classif.xgboost(9)_colsample_bytree0.426234012935311
mlr.classif.xgboost(9)_colsample_bylevel0.354031830793247
mlr.classif.xgboost(9)_lambda0.0380164860893777
mlr.classif.xgboost(9)_alpha0.00352595873291345
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1346
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
0.9659
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9029
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8012
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33911.8734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1285
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
0.9029
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.903
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.903
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.263
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2661
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5384
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1271.6481
UserCPU time millis
1161.348
UserCPU time millis testing
23.075
UserCPU time millis training
1138.273