Run
7947860

Run 7947860

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)_eta0.0336312921982347
mlr.classif.xgboost(7)_gamma0.102109128900174
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight41.8917349406384
mlr.classif.xgboost(7)_subsample0.948554894560948
mlr.classif.xgboost(7)_colsample_bytree0.902921729534864
mlr.classif.xgboost(7)_colsample_bylevel0.203189676813781
mlr.classif.xgboost(7)_lambda0.00291183380700132
mlr.classif.xgboost(7)_alpha198.565168739123
mlr.classif.xgboost(7)_nrounds268
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
0.8787
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7938
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5756
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17618.576
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3173
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
0.8023
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7982
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7982
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6494
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3784
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7655
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
185.3929
UserCPU time millis
128.18
UserCPU time millis testing
0.28
UserCPU time millis training
127.9