Run
7905566

Run 7905566

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.504413799873118
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight6.34568002937493
mlr.classif.xgboost(9)_subsample0.515760549576953
mlr.classif.xgboost(9)_colsample_bytree0.886717078043148
mlr.classif.xgboost(9)_colsample_bylevel0.309138767654076
mlr.classif.xgboost(9)_lambda0.206389362308169
mlr.classif.xgboost(9)_alpha0.00896391801063735
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds864
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9745
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9214
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8391
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36798.2073
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0944
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
0.9214
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9215
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9215
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1931
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2474
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5004
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1263.896
UserCPU time millis
1721.32
UserCPU time millis testing
26.481
UserCPU time millis training
1694.839