Run
7942726

Run 7942726

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.0388835323187513
mlr.classif.xgboost(7)_gamma0.00811262809863465
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight109.530602951181
mlr.classif.xgboost(7)_subsample0.423985020373948
mlr.classif.xgboost(7)_colsample_bytree0.489951961487532
mlr.classif.xgboost(7)_colsample_bylevel0.257035902701318
mlr.classif.xgboost(7)_lambda16.509661860623
mlr.classif.xgboost(7)_alpha0.303221688072834
mlr.classif.xgboost(7)_nrounds28
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
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7328
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4561
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4631.1179
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4509
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
0.7698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7483
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7483
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9228
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4579
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9264
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
192.1197
UserCPU time millis
11.27
UserCPU time millis testing
0.14
UserCPU time millis training
11.13