Run
7947947

Run 7947947

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.456998765431727
mlr.classif.xgboost(7)_gamma0.0159516081795549
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight74.5257662790334
mlr.classif.xgboost(7)_subsample0.957802454917692
mlr.classif.xgboost(7)_colsample_bytree0.372251474671066
mlr.classif.xgboost(7)_colsample_bylevel0.735547656565905
mlr.classif.xgboost(7)_lambda2.06959991767476
mlr.classif.xgboost(7)_alpha0.545190409214349
mlr.classif.xgboost(7)_nrounds1531
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
0.9738
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.917
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.83
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34611.9115
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1226
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
0.9169
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.917
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.917
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.251
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
206.8977
UserCPU time millis
1278.95
UserCPU time millis testing
1.17
UserCPU time millis training
1277.78