冰冻 发表于 2025-3-21 16:12:46
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Rotraut Walden potential drug (a ligand) to its activity (for example, inhibition of some protein). In modelling terms: (a) the models have largely been logic-based (although there have been some attempts at probabilistic models); (b) the models have been mostly of a discriminatory nature (they have been mainly u并入 发表于 2025-3-22 04:02:54
Jeffery A. Lackneyive bias. Metarules define the structures of learnable programs and thus the hypothesis space. Deciding which metarules to use is a trade-off between efficiency and expressivity. The hypothesis space increases given more metarules, so we wish to use fewer metarules, but if we use too few metarules tCountermand 发表于 2025-3-22 08:08:36
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Rotraut Walden for inference and learning tasks. Most Markov Logic implementations perform inference by transforming the logic representation into a set of weighted propositional formulae that encode a Markov network, the ground Markov network. Probabilistic inference is then performed over the grounded network..Detain 发表于 2025-3-22 18:00:17
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Kaname Yanagisawaelligence. It consists of 400 tasks, each with very small numbers (3–5) of ‘input-output’ image pairs. It is known that the tasks are ‘human-solvable’ in the sense that, for any of the tasks, there exists a human-authored description that transforms input images in the task to the corresponding outpIncorruptible 发表于 2025-3-23 02:55:18
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