Run
7947818

Run 7947818

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.528058471014985
mlr.classif.xgboost(7)_gamma266.239062804572
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight47.7270673318388
mlr.classif.xgboost(7)_subsample0.594422925706022
mlr.classif.xgboost(7)_colsample_bytree0.561623524874449
mlr.classif.xgboost(7)_colsample_bylevel0.807554036192596
mlr.classif.xgboost(7)_lambda0.07963218575791
mlr.classif.xgboost(7)_alpha0.198768422745689
mlr.classif.xgboost(7)_nrounds2151
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
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.795
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5781
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18733.4918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.303
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
0.7982
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7976
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7976
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7627
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
181.3124
UserCPU time millis
2173.76
UserCPU time millis testing
0.38
UserCPU time millis training
2173.38