Run
239201

Run 239201

Task 4357 (Supervised Classification) witmer_census_1980 Uploaded 02-03-2015 by RTeam OpenML
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Flow

classif.lda(1)Learner classif.lda from package(s) MASS.

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
0.762
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7632
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5278
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
265.4571
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.234
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.7733
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.766
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.766
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4687
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4837
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9682
Cross-validation details (10 times 10-fold Crossvalidation)