Run
7877239

Run 7877239

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)_eta0.262528912797838
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight9.2073724861433
mlr.classif.xgboost(9)_subsample0.152884086268023
mlr.classif.xgboost(9)_colsample_bytree0.264070459874347
mlr.classif.xgboost(9)_colsample_bylevel0.524698297260329
mlr.classif.xgboost(9)_lambda0.0493893840241404
mlr.classif.xgboost(9)_alpha1.61153808674175
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2809
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
0.9285
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8534
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6992
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25836.3012
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2226
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
0.8534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8538
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8538
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4556
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6578
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.8281
UserCPU time millis
1523.397
UserCPU time millis testing
26.978
UserCPU time millis training
1496.419