Run
7586699

Run 7586699

Task 146012 (Supervised Classification) electricity Uploaded 07-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.0832144871819764
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.311322910725559
mlr.classif.glmnet(11)_openml.seed1
mlr.classif.glmnet(11)_openml.kindMersenne-Twister
mlr.classif.glmnet(11)_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
0.7852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6798
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3592
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5558.1781
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4409
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
0.7449
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7088
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7088
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9023
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4545
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9195
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1289.583
Total cost
UserCPU time millis
1.686
UserCPU time millis testing
0.095
UserCPU time millis training
1.591