Run
7944382

Run 7944382

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.081806237683484
mlr.classif.xgboost(7)_gamma9.36941088517862
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight6.17168492523639
mlr.classif.xgboost(7)_subsample0.843581088399515
mlr.classif.xgboost(7)_colsample_bytree0.691318626329303
mlr.classif.xgboost(7)_colsample_bylevel0.779471094720066
mlr.classif.xgboost(7)_lambda2.01856655759215
mlr.classif.xgboost(7)_alpha0.0393802946528342
mlr.classif.xgboost(7)_nrounds4165
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
0.9763
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9195
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8351
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32782.5716
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1474
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
0.9194
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9195
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9195
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3017
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2471
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
168.2785
UserCPU time millis
3366.62
UserCPU time millis testing
0.8
UserCPU time millis training
3365.82