Run
7941791

Run 7941791

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)_eta0.0609719738720546
mlr.classif.xgboost(7)_gamma0.687507047670292
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight1.75397408044731
mlr.classif.xgboost(7)_subsample0.957390639442019
mlr.classif.xgboost(7)_colsample_bytree0.830918570607901
mlr.classif.xgboost(7)_colsample_bylevel0.983550401218235
mlr.classif.xgboost(7)_lambda0.00782123289422041
mlr.classif.xgboost(7)_alpha26.8764779829161
mlr.classif.xgboost(7)_nrounds3228
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
0.9641
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7911
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30553.2477
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1718
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
0.898
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3515
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2737
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5538
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
172.6589
UserCPU time millis
2481.28
UserCPU time millis testing
1.71
UserCPU time millis training
2479.57