Run
7938701

Run 7938701

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.00717687627166043
mlr.classif.xgboost(7)_gamma5.09499495595046
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight2.61289327873949
mlr.classif.xgboost(7)_subsample0.999508517258801
mlr.classif.xgboost(7)_colsample_bytree0.444133065827191
mlr.classif.xgboost(7)_colsample_bylevel0.377906013466418
mlr.classif.xgboost(7)_lambda16.9345553480178
mlr.classif.xgboost(7)_alpha0.155247148071524
mlr.classif.xgboost(7)_nrounds1140
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
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6969
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23836.5997
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2492
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
0.853
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8532
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8532
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.51
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3281
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6637
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.155
UserCPU time millis
1231.06
UserCPU time millis testing
1.29
UserCPU time millis training
1229.77