Run
7946429

Run 7946429

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.165688071021549
mlr.classif.xgboost(7)_gamma53.5505668108903
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight3.67924968233367
mlr.classif.xgboost(7)_subsample0.86820139947813
mlr.classif.xgboost(7)_colsample_bytree0.795674366690218
mlr.classif.xgboost(7)_colsample_bylevel0.372496461123228
mlr.classif.xgboost(7)_lambda228.741979134646
mlr.classif.xgboost(7)_alpha44.2617330044182
mlr.classif.xgboost(7)_nrounds463
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
0.894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8154
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6206
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20821.0717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2805
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
0.8163
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8167
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8167
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.574
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7305
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
171.9395
UserCPU time millis
341.61
UserCPU time millis testing
0.19
UserCPU time millis training
341.42