Run
7941215

Run 7941215

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)_eta0.014548881201592
mlr.classif.xgboost(7)_gamma0.392026906579562
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight43.9500067227013
mlr.classif.xgboost(7)_subsample0.430537938629277
mlr.classif.xgboost(7)_colsample_bytree0.216694391705096
mlr.classif.xgboost(7)_colsample_bylevel0.917864756844938
mlr.classif.xgboost(7)_lambda0.00420832036626543
mlr.classif.xgboost(7)_alpha63.3629730225482
mlr.classif.xgboost(7)_nrounds4896
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
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8213
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6329
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21540.9411
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.272
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
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8224
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8224
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5566
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3561
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7205
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
172.7209
UserCPU time millis
1505.96
UserCPU time millis testing
1.31
UserCPU time millis training
1504.65