Run
7947831

Run 7947831

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)_eta0.0416981710396411
mlr.classif.xgboost(7)_gamma0.0426217274318498
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight2.45264816714464
mlr.classif.xgboost(7)_subsample0.600943834311329
mlr.classif.xgboost(7)_colsample_bytree0.677524496242404
mlr.classif.xgboost(7)_colsample_bylevel0.46849228721112
mlr.classif.xgboost(7)_lambda0.209131661673428
mlr.classif.xgboost(7)_alpha0.0019286389318333
mlr.classif.xgboost(7)_nrounds2916
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
0.983
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.867
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37004.9392
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0953
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
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9351
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.195
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4442
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.1495
UserCPU time millis
2510.5
UserCPU time millis testing
6.13
UserCPU time millis training
2504.37