Run
7947201

Run 7947201

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.0171088616212477
mlr.classif.xgboost(7)_gamma0.24426990388771
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight6.10556379551385
mlr.classif.xgboost(7)_subsample0.311692216619849
mlr.classif.xgboost(7)_colsample_bytree0.970199700444937
mlr.classif.xgboost(7)_colsample_bylevel0.467947749048471
mlr.classif.xgboost(7)_lambda9.26929379307884
mlr.classif.xgboost(7)_alpha52.9835485635089
mlr.classif.xgboost(7)_nrounds890
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
0.885
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.801
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5903
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19112.8385
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2993
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
0.8064
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8042
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8042
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6126
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3714
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7513
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
195.1301
UserCPU time millis
217.52
UserCPU time millis testing
0.32
UserCPU time millis training
217.2