Run
7941214

Run 7941214

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0135852086351397
mlr.classif.xgboost(7)_gamma1.41833497185866
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight1.18580022854036
mlr.classif.xgboost(7)_subsample0.447003670036793
mlr.classif.xgboost(7)_colsample_bytree0.46700556948781
mlr.classif.xgboost(7)_colsample_bylevel0.816434106417
mlr.classif.xgboost(7)_lambda12.2955536141307
mlr.classif.xgboost(7)_alpha656.969444794297
mlr.classif.xgboost(7)_nrounds2700
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
0.8251
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7577
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5022
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11702.9312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3829
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
0.7727
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7655
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7655
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8443
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.1189
UserCPU time millis
525.97
UserCPU time millis testing
0.38
UserCPU time millis training
525.59