OpenML
1866399

Run 1866399

Task 14965 (Supervised Classification) bank-marketing Uploaded 28-03-2017 by Philipp Probst
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.kknn(10)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(10)_k1
mlr.classif.kknn(10)_openml.seed1
mlr.classif.kknn(10)_openml.kindMersenne-Twister
mlr.classif.kknn(10)_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.

17 Evaluation measures

Area under ROC curve
0.6731
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8734
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3685
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10343.0033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1226
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Number of instances
45211
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8701
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8774
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8774
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5934
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3501
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0894
Cross-validation details (10-fold Crossvalidation)
Total cost