Run
7941284

Run 7941284

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.998716578206007
mlr.classif.xgboost(7)_gamma293.028999692343
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight16.0198013695065
mlr.classif.xgboost(7)_subsample0.667474635224789
mlr.classif.xgboost(7)_colsample_bytree0.905442942492664
mlr.classif.xgboost(7)_colsample_bylevel0.297789621166885
mlr.classif.xgboost(7)_lambda18.285135493834
mlr.classif.xgboost(7)_alpha603.023389347659
mlr.classif.xgboost(7)_nrounds1072
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.8042
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7546
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4958
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12451.7936
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3731
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
0.7684
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7622
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7622
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7636
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4178
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8452
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.7546
UserCPU time millis
315.16
UserCPU time millis testing
0.18
UserCPU time millis training
314.98