Run
7944596

Run 7944596

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0145392505402988
mlr.classif.xgboost(7)_gamma0.00987047658630084
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight34.8813632310115
mlr.classif.xgboost(7)_subsample0.368584146350622
mlr.classif.xgboost(7)_colsample_bytree0.806205222569406
mlr.classif.xgboost(7)_colsample_bylevel0.514195211790502
mlr.classif.xgboost(7)_lambda8.6111575911078
mlr.classif.xgboost(7)_alpha16.916725311801
mlr.classif.xgboost(7)_nrounds1726
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
0.9293
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8508
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.694
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25356.3656
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2292
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
0.8509
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8512
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8512
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4692
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3255
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6585
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
172.7654
UserCPU time millis
1390.03
UserCPU time millis testing
1.39
UserCPU time millis training
1388.64