Run
7942742

Run 7942742

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)_eta0.225093861219461
mlr.classif.xgboost(7)_gamma2.59259909978267
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight58.2367006156294
mlr.classif.xgboost(7)_subsample0.772848387667909
mlr.classif.xgboost(7)_colsample_bytree0.931011507846415
mlr.classif.xgboost(7)_colsample_bylevel0.284588004089892
mlr.classif.xgboost(7)_lambda9.97984328364105
mlr.classif.xgboost(7)_alpha0.00347437886839734
mlr.classif.xgboost(7)_nrounds1839
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
0.9703
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9102
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8162
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32749.7488
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1455
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
0.9102
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9103
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9103
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2978
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2578
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5215
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
188.7836
UserCPU time millis
1685
UserCPU time millis testing
0.96
UserCPU time millis training
1684.04