Run
466890

Run 466890

Task 4257 (Supervised Classification) analcatdata_creditscore Uploaded 21-07-2015 by Jakob Richter
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

ModelMultiplexer(1)Learner ModelMultiplexer from package(s) e1071, ada, randomForest.
ModelMultiplexer(1)_selected.learnerclassif.svm

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.5472
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6731
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1257
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
281.385
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.259
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3963
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.7084
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.741
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8479
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.741
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6536
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.444
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5089
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.1463
Cross-validation details (10 times 10-fold Crossvalidation)