Learning genic interactions without expert domain knowledge: Comparison of different ILP algorithms.
| Authors | |
|---|---|
| Year of publication | 2005 |
| Type | Article in Proceedings |
| Conference | Proceedings of ICML05 workshop on Learning Language in Logic (LLL05) |
| MU Faculty or unit | |
| Citation | |
| Field | Informatics |
| Keywords | machine learning; genic interactions; ILP |
| Description | A novel two-step method is proposed in which rules for processing simple examples (sentences that contain a single pair of terms from the dictionary) are learned separately. % We also describe an extension of domain knowledge when no domain expert is available, % We show that this two-step method performs better on the test set than other learning algorithms. |
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