Run
7941751

Run 7941751

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)_eta0.0108560199579584
mlr.classif.xgboost(7)_gamma1.77294544496483
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight1.79287716827609
mlr.classif.xgboost(7)_subsample0.800093911658041
mlr.classif.xgboost(7)_colsample_bytree0.738503127545118
mlr.classif.xgboost(7)_colsample_bylevel0.516365763545036
mlr.classif.xgboost(7)_lambda489.911892919169
mlr.classif.xgboost(7)_alpha29.9844771125219
mlr.classif.xgboost(7)_nrounds543
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
0.8965
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8171
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6238
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19574.8608
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2967
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
0.8191
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8189
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8189
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6072
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3627
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7339
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
196.1536
UserCPU time millis
777.96
UserCPU time millis testing
0.58
UserCPU time millis training
777.38