Run
7941789

Run 7941789

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.00399911130112646
mlr.classif.xgboost(7)_gamma356.548767043983
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight5.08624278669139
mlr.classif.xgboost(7)_subsample0.769325359980576
mlr.classif.xgboost(7)_colsample_bytree0.310894187539816
mlr.classif.xgboost(7)_colsample_bylevel0.40078116953373
mlr.classif.xgboost(7)_lambda0.312287201089329
mlr.classif.xgboost(7)_alpha0.469546151222744
mlr.classif.xgboost(7)_nrounds4732
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
0.8504
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7588
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5049
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14466.461
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3509
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
0.7764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7673
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7673
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7181
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4018
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8129
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
232.0976
UserCPU time millis
1562.17
UserCPU time millis testing
0.73
UserCPU time millis training
1561.44