Run
7942775

Run 7942775

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)_eta0.00113829974147646
mlr.classif.xgboost(7)_gamma205.229478061087
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight88.0452126874163
mlr.classif.xgboost(7)_subsample0.220061176130548
mlr.classif.xgboost(7)_colsample_bytree0.338482803665102
mlr.classif.xgboost(7)_colsample_bylevel0.520635959506035
mlr.classif.xgboost(7)_lambda4.5151473988893
mlr.classif.xgboost(7)_alpha0.00204968615453078
mlr.classif.xgboost(7)_nrounds2349
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
0.8382
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7534
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4945
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9790.3394
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4023
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
0.7748
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7633
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7633
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8234
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4253
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8606
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
170.9427
UserCPU time millis
1204.36
UserCPU time millis testing
0.67
UserCPU time millis training
1203.69