Run
7939958

Run 7939958

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.00517313141960763
mlr.classif.xgboost(7)_gamma7.03774281118261
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight58.6230344288652
mlr.classif.xgboost(7)_subsample0.843200667342171
mlr.classif.xgboost(7)_colsample_bytree0.257622243650258
mlr.classif.xgboost(7)_colsample_bylevel0.572513724491
mlr.classif.xgboost(7)_lambda0.0189610160515403
mlr.classif.xgboost(7)_alpha1.96745706307794
mlr.classif.xgboost(7)_nrounds1385
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
0.8557
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7718
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5314
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14053.9361
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3559
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
0.7883
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7793
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7793
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8093
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
198.3582
UserCPU time millis
421.24
UserCPU time millis testing
0.55
UserCPU time millis training
420.69