Run
7942708

Run 7942708

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)_eta0.133020000611732
mlr.classif.xgboost(7)_gamma31.5534565638912
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight16.2446615780105
mlr.classif.xgboost(7)_subsample0.466224120836705
mlr.classif.xgboost(7)_colsample_bytree0.576498139835894
mlr.classif.xgboost(7)_colsample_bylevel0.398013043403626
mlr.classif.xgboost(7)_lambda0.009112039823725
mlr.classif.xgboost(7)_alpha0.010192577475413
mlr.classif.xgboost(7)_nrounds2160
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
0.9287
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8507
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6936
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24744.7505
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2364
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
0.8508
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8512
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8512
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4838
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3275
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6627
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
174.403
UserCPU time millis
950.47
UserCPU time millis testing
0.38
UserCPU time millis training
950.09