Run
7938757

Run 7938757

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.0483942459775315
mlr.classif.xgboost(7)_gamma0.0178449896978994
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight5.2569245855707
mlr.classif.xgboost(7)_subsample0.172049018694088
mlr.classif.xgboost(7)_colsample_bytree0.805693993158638
mlr.classif.xgboost(7)_colsample_bylevel0.656380808353424
mlr.classif.xgboost(7)_lambda0.0700359797914417
mlr.classif.xgboost(7)_alpha0.268856293535501
mlr.classif.xgboost(7)_nrounds526
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
0.9628
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8966
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7881
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30734.4647
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1691
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
0.8965
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8967
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.346
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.275
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5563
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.8371
UserCPU time millis
572.8
UserCPU time millis testing
0.63
UserCPU time millis training
572.17