Run
7941702

Run 7941702

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0308922884090583
mlr.classif.xgboost(7)_gamma1.41614669994198
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight22.7067558272744
mlr.classif.xgboost(7)_subsample0.997370714950375
mlr.classif.xgboost(7)_colsample_bytree0.324822632223368
mlr.classif.xgboost(7)_colsample_bylevel0.623100775852799
mlr.classif.xgboost(7)_lambda0.0373823550338408
mlr.classif.xgboost(7)_alpha735.97838203278
mlr.classif.xgboost(7)_nrounds3148
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
0.8517
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.762
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5109
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14723.4035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3487
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
0.7762
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7694
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7694
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7137
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3995
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8083
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
214.6226
UserCPU time millis
569.37
UserCPU time millis testing
0.45
UserCPU time millis training
568.92