Run
7944511

Run 7944511

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0236630830588004
mlr.classif.xgboost(7)_gamma0.060045134583159
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight8.29823912461208
mlr.classif.xgboost(7)_subsample0.374625737080351
mlr.classif.xgboost(7)_colsample_bytree0.839270391874015
mlr.classif.xgboost(7)_colsample_bylevel0.946512115933001
mlr.classif.xgboost(7)_lambda4.96444282617709
mlr.classif.xgboost(7)_alpha6.09639166662443
mlr.classif.xgboost(7)_nrounds4077
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
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9092
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8141
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32148.6385
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1533
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
0.9092
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9093
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9093
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3137
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2597
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5255
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.4563
UserCPU time millis
3156.59
UserCPU time millis testing
6.46
UserCPU time millis training
3150.13