Run
7942760

Run 7942760

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.00166518591155699
mlr.classif.xgboost(7)_gamma8.92011935905515
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight3.05320716831944
mlr.classif.xgboost(7)_subsample0.996851248387247
mlr.classif.xgboost(7)_colsample_bytree0.957398657314479
mlr.classif.xgboost(7)_colsample_bylevel0.742095480486751
mlr.classif.xgboost(7)_lambda178.293338731288
mlr.classif.xgboost(7)_alpha64.9567333546668
mlr.classif.xgboost(7)_nrounds2418
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
0.9002
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.821
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6322
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20198.4505
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2897
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
0.8216
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.822
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5929
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3587
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7258
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
207.5362
UserCPU time millis
3461.03
UserCPU time millis testing
2.68
UserCPU time millis training
3458.35