Run
7939917

Run 7939917

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.00985194896495895
mlr.classif.xgboost(7)_gamma0.28122126465161
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight17.4535453557922
mlr.classif.xgboost(7)_subsample0.180989703116938
mlr.classif.xgboost(7)_colsample_bytree0.574172482639551
mlr.classif.xgboost(7)_colsample_bylevel0.918452667817473
mlr.classif.xgboost(7)_lambda0.468691950271679
mlr.classif.xgboost(7)_alpha7.95159237288915
mlr.classif.xgboost(7)_nrounds4301
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
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8572
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26046.6244
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2214
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
0.8572
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8576
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8576
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4531
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3193
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.646
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
183.8441
UserCPU time millis
2523.64
UserCPU time millis testing
3.46
UserCPU time millis training
2520.18