Run
7941235

Run 7941235

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)_eta0.012252558864574
mlr.classif.xgboost(7)_gamma14.8279460425454
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight1.23190794759318
mlr.classif.xgboost(7)_subsample0.580125996447168
mlr.classif.xgboost(7)_colsample_bytree0.323912323825061
mlr.classif.xgboost(7)_colsample_bylevel0.747897150181234
mlr.classif.xgboost(7)_lambda0.31016774185222
mlr.classif.xgboost(7)_alpha0.00709117218044268
mlr.classif.xgboost(7)_nrounds2567
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
0.9486
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8727
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7388
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26490.4277
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2189
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
0.8728
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8731
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8731
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4479
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6169
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
195.4963
UserCPU time millis
1828.61
UserCPU time millis testing
1.51
UserCPU time millis training
1827.1