Informace o publikaci
Learning genic interactions without expert domain knowledge: Comparison of different ILP algorithms.
| Název česky | Učení genových interakcí bez expertní znalosti: Porovnání různých ILP algoritmů |
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| Autoři | |
| Rok publikování | 2005 |
| Druh | Článek ve sborníku |
| Konference | Proceedings of ICML05 workshop on Learning Language in Logic (LLL05) |
| Fakulta / Pracoviště MU | |
| Citace | |
| Obor | Informatika |
| Klíčová slova | machine learning; genic interactions; ILP |
| Popis | 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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