Run
7947811

Run 7947811

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)_eta0.00109834080989159
mlr.classif.xgboost(7)_gamma0.00931768957684314
mlr.classif.xgboost(7)_min_child_weight27.123273805647
mlr.classif.xgboost(7)_subsample0.510456976410933
mlr.classif.xgboost(7)_colsample_bytree0.725446704402566
mlr.classif.xgboost(7)_colsample_bylevel0.605815860629082
mlr.classif.xgboost(7)_lambda0.0807614037385094
mlr.classif.xgboost(7)_alpha3.35609394982995
mlr.classif.xgboost(7)_nrounds1902
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
0.8991
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8115
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6121
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17579.706
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3202
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
0.8162
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6553
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3696
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7477
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
188.6854
UserCPU time millis
1214.75
UserCPU time millis testing
1.19
UserCPU time millis training
1213.56