Run
7945630

Run 7945630

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.00114805734768002
mlr.classif.xgboost(7)_gamma0.00164471655379755
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight1.45982204213094
mlr.classif.xgboost(7)_subsample0.306807476049289
mlr.classif.xgboost(7)_colsample_bytree0.832264270633459
mlr.classif.xgboost(7)_colsample_bylevel0.542024831101298
mlr.classif.xgboost(7)_lambda6.27815953377724
mlr.classif.xgboost(7)_alpha1.06761988599466
mlr.classif.xgboost(7)_nrounds4779
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
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8676
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7284
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26056.7688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.224
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
0.8678
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4584
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3104
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.628
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.2429
UserCPU time millis
5648.38
UserCPU time millis testing
16.99
UserCPU time millis training
5631.39