Run
7941179

Run 7941179

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)_eta0.00175071591530771
mlr.classif.xgboost(7)_gamma199.497035546354
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight3.92880487419546
mlr.classif.xgboost(7)_subsample0.775068166665733
mlr.classif.xgboost(7)_colsample_bytree0.204114763811231
mlr.classif.xgboost(7)_colsample_bylevel0.830516230128705
mlr.classif.xgboost(7)_lambda0.157453633104953
mlr.classif.xgboost(7)_alpha0.00162849557260529
mlr.classif.xgboost(7)_nrounds2984
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
0.8442
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7599
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11546.1367
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3834
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
0.7801
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7691
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7691
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7847
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4141
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8378
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
172.1725
UserCPU time millis
1558.41
UserCPU time millis testing
0.94
UserCPU time millis training
1557.47