Run
7944347

Run 7944347

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)_eta0.00192752545488551
mlr.classif.xgboost(7)_gamma0.0057490565287175
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight9.93260236505903
mlr.classif.xgboost(7)_subsample0.214939241530374
mlr.classif.xgboost(7)_colsample_bytree0.714078897237778
mlr.classif.xgboost(7)_colsample_bylevel0.817875839956105
mlr.classif.xgboost(7)_lambda0.00133246465782772
mlr.classif.xgboost(7)_alpha172.942513394145
mlr.classif.xgboost(7)_nrounds2510
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
0.8502
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.767
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5209
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13857.5283
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3592
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
0.7794
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7352
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4022
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8136
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.9991
UserCPU time millis
1258.74
UserCPU time millis testing
1.01
UserCPU time millis training
1257.73