Run
7947976

Run 7947976

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)_eta0.0601196094024905
mlr.classif.xgboost(7)_gamma75.4700510549481
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight7.00141909896551
mlr.classif.xgboost(7)_subsample0.339771554316394
mlr.classif.xgboost(7)_colsample_bytree0.827224585972726
mlr.classif.xgboost(7)_colsample_bylevel0.256505135819316
mlr.classif.xgboost(7)_lambda80.0908390429688
mlr.classif.xgboost(7)_alpha0.19707944352655
mlr.classif.xgboost(7)_nrounds783
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
0.8831
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8012
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5908
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18717.0742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3045
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
0.8061
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8043
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8043
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6233
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3728
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7542
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.0312
UserCPU time millis
542.27
UserCPU time millis testing
0.25
UserCPU time millis training
542.02