Run
7947275

Run 7947275

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00210332855753442
mlr.classif.xgboost(7)_gamma0.00214715971292939
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight40.58016980019
mlr.classif.xgboost(7)_subsample0.119099603034556
mlr.classif.xgboost(7)_colsample_bytree0.345975521951914
mlr.classif.xgboost(7)_colsample_bylevel0.859616519510746
mlr.classif.xgboost(7)_lambda1.275270514891
mlr.classif.xgboost(7)_alpha0.00166224873406758
mlr.classif.xgboost(7)_nrounds4502
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
0.8939
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8136
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6167
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20192.0547
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2876
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
0.8157
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8155
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8155
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5886
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3625
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7334
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
197.2139
UserCPU time millis
5156.21
UserCPU time millis testing
4.63
UserCPU time millis training
5151.58