Intelligent Data Analysis Group

Benchmark Repository used in [RaeOnoMue01] and [MikRaeWesSchMue99]

1. Banana Data Set
• general information about the data set
• data (100 realizations of training and test set) (gzipped tar, 5.9Mb)
• simulation result summary
• list of generalization errors (for the six methods) on each realization
2. Breast Cancer Data Set
• general information about the data set
• data (100 realizations of training and test set) (gzipped tar, 127kb)
• simulation result summary
• list of generalization errors (for the six methods) on each realization
3. Diabetis Data Set
• general information about the data set
• data (100 realizations of training and test set) (gzipped tar, 1.6Mb)
• simulation result summary
• list of generalization errors (for the six methods) on each realization
4. Flare-Solar Data Set
• general information about the data set
• data (100 realizations of training and test set) (gzipped tar, 239kb)
• simulation result summary
• list of generalization errors (for the six methods) on each realization
5. German Data Set
• general information about the data set
• data (100 realizations of training and test set) (gzipped tar, 2.2Mb)
• simulation result summary
• list of generalization errors (for the six methods) on each realization
6. Heart Data Set
• general information about the data set
• data (100 realizations of training and test set) (gzipped tar, 423kb)
• simulation result summary
• list of generalization errors (for the six methods) on each realization
7. Image Data Set
• general information about the data set
• data (100 realizations of training and test set) (gzipped tar, 3.6Mb)
• simulation result summary
• list of generalization errors (for the six methods) on each realization
8. Ringnorm Data Set
• general information about the data set
• data (100 realizations of training and test set) (gzipped tar, 79Mb)
• simulation result summary
• list of generalization errors (for the six methods) on each realization
9. Splice Data Set
• general information about the data set
• data (100 realizations of training and test set) (gzipped tar, 1.8Mb)
• simulation result summary
• list of generalization errors (for the six methods) on each realization
10. Thyroid Data Set
• general information about the data set
• data (100 realizations of training and test set) (gzipped tar, 1.1Mb)
• simulation result summary
• list of generalization errors (for the six methods) on each realization
11. Titanic Data Set
• general information about the data set
• data (100 realizations of training and test set) (gzipped tar, 270kb)
• simulation result summary
• list of generalization errors (for the six methods) on each realization
12. Twonorm Data Set
• general information about the data set
• data (100 realizations of training and test set) (gzipped tar, 79Mb)
• simulation result summary
• list of generalization errors (for the six methods) on each realization
13. Waveform Data Set
• general information about the data set
• data (100 realizations of training and test set) (gzipped tar, 53Mb)
• simulation result summary
• list of generalization errors (for the six methods) on each realization