Run
7947254

Run 7947254

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)_eta0.329018188122779
mlr.classif.xgboost(7)_gamma1.77325773011398
mlr.classif.xgboost(7)_min_child_weight3.21757393421877
mlr.classif.xgboost(7)_subsample0.26236552761402
mlr.classif.xgboost(7)_colsample_bytree0.422044549137354
mlr.classif.xgboost(7)_colsample_bylevel0.206613215617836
mlr.classif.xgboost(7)_lambda4.77887705190886
mlr.classif.xgboost(7)_alpha25.0803860008598
mlr.classif.xgboost(7)_nrounds4201
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
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.843
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6778
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24588.8018
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2369
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
0.8431
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8435
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8435
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4848
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3347
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6772
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.7431
UserCPU time millis
2398.69
UserCPU time millis testing
3.13
UserCPU time millis training
2395.56