Run
7942795

Run 7942795

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)_eta0.00708506073133446
mlr.classif.xgboost(7)_gamma0.0179051973617296
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight24.2433370166918
mlr.classif.xgboost(7)_subsample0.433343337313272
mlr.classif.xgboost(7)_colsample_bytree0.960865869000554
mlr.classif.xgboost(7)_colsample_bylevel0.204582175239921
mlr.classif.xgboost(7)_lambda18.6951863054909
mlr.classif.xgboost(7)_alpha537.975255782747
mlr.classif.xgboost(7)_nrounds598
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
0.8175
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4955
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8232.3916
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4184
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
0.7743
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8564
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4351
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8802
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
181.8006
UserCPU time millis
168.43
UserCPU time millis testing
0.24
UserCPU time millis training
168.19