Run
7941731

Run 7941731

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)_eta0.999573410892208
mlr.classif.xgboost(7)_gamma2.1415013912883
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight55.1917198169121
mlr.classif.xgboost(7)_subsample0.47253907979466
mlr.classif.xgboost(7)_colsample_bytree0.349156457744539
mlr.classif.xgboost(7)_colsample_bylevel0.547486950084567
mlr.classif.xgboost(7)_lambda570.471111525876
mlr.classif.xgboost(7)_alpha0.00227747307259762
mlr.classif.xgboost(7)_nrounds830
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
0.898
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8226
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6356
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22373.2533
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2608
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
0.8229
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8234
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8234
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5338
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3558
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7197
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
198.0253
UserCPU time millis
157.88
UserCPU time millis testing
0.24
UserCPU time millis training
157.64