Run
7942750

Run 7942750

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.0379833746707267
mlr.classif.xgboost(7)_gamma0.0341894711332323
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight54.9368007020007
mlr.classif.xgboost(7)_subsample0.435298952879384
mlr.classif.xgboost(7)_colsample_bytree0.606171042472124
mlr.classif.xgboost(7)_colsample_bylevel0.224135419726372
mlr.classif.xgboost(7)_lambda463.783278947699
mlr.classif.xgboost(7)_alpha9.31803832919426
mlr.classif.xgboost(7)_nrounds2968
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
0.9011
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8231
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6363
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21869.7663
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2679
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
0.8241
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8243
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8243
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5483
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3544
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7169
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
206.9237
UserCPU time millis
908.04
UserCPU time millis testing
1.02
UserCPU time millis training
907.02