Run
7942751

Run 7942751

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.00136608094945164
mlr.classif.xgboost(7)_gamma586.97799275985
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight27.0249813627652
mlr.classif.xgboost(7)_subsample0.640744518861175
mlr.classif.xgboost(7)_colsample_bytree0.227919471263886
mlr.classif.xgboost(7)_colsample_bylevel0.378782733529806
mlr.classif.xgboost(7)_lambda2.82496627285668
mlr.classif.xgboost(7)_alpha29.3933711431946
mlr.classif.xgboost(7)_nrounds2963
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
0.8307
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7532
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4943
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8896.6477
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4113
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
0.7758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7634
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7634
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4312
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8724
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
199.3078
UserCPU time millis
1044.99
UserCPU time millis testing
0.49
UserCPU time millis training
1044.5