Run
7939989

Run 7939989

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.00128243988358606
mlr.classif.xgboost(7)_gamma4.23368484181862
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight11.9574230659051
mlr.classif.xgboost(7)_subsample0.83931175575126
mlr.classif.xgboost(7)_colsample_bytree0.436924370191991
mlr.classif.xgboost(7)_colsample_bylevel0.773266467638314
mlr.classif.xgboost(7)_lambda8.25816266343187
mlr.classif.xgboost(7)_alpha0.00200983002339019
mlr.classif.xgboost(7)_nrounds2828
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
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6962
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21602.6828
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2771
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
0.8531
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8531
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8531
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5672
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3374
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6826
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
171.2385
UserCPU time millis
2802.09
UserCPU time millis testing
10.16
UserCPU time millis training
2791.93