Run
7947649

Run 7947649

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)_eta0.896261006768072
mlr.classif.xgboost(7)_gamma0.00105998354560837
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight3.45661078243211
mlr.classif.xgboost(7)_subsample0.594737269496545
mlr.classif.xgboost(7)_colsample_bytree0.8945327244699
mlr.classif.xgboost(7)_colsample_bylevel0.653078358620405
mlr.classif.xgboost(7)_lambda115.398748415922
mlr.classif.xgboost(7)_alpha35.9025741891246
mlr.classif.xgboost(7)_nrounds582
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
0.8993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8243
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6391
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22451.5745
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2601
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
0.8247
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8252
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8252
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5324
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3547
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7176
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
195.1124
UserCPU time millis
117.2
UserCPU time millis testing
0.32
UserCPU time millis training
116.88