Run
7937491

Run 7937491

Task 219 (Supervised Classification) electricity Uploaded 02-10-2017 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)_eta0.141787135430772
mlr.classif.xgboost(7)_gamma310.503153726955
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight3.71349179527499
mlr.classif.xgboost(7)_subsample0.416076531074941
mlr.classif.xgboost(7)_colsample_bytree0.290723454579711
mlr.classif.xgboost(7)_colsample_bylevel0.371582805365324
mlr.classif.xgboost(7)_lambda0.00135748365925264
mlr.classif.xgboost(7)_alpha0.0107288188957633
mlr.classif.xgboost(7)_nrounds404
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
0.8547
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7627
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5128
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14728.2981
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3486
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
0.7796
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7134
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3981
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8054
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
215.7543
UserCPU time millis
153.27
UserCPU time millis testing
0.21
UserCPU time millis training
153.06