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en:dydaktyka:problog:lab3 [2019/01/14 14:12] msl [Toy Problem] |
en:dydaktyka:problog:lab3 [2019/01/15 10:32] msl [Settings format] |
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- What network's features have impact on the result? | - What network's features have impact on the result? | ||
- | - Try to learn a similar (but bigger) model from the following {{ :en:dydaktyka:problog:hypertext_classification_data.pl|data}}. Is there any issue with creating such a model? | + | - Try to learn a similar (but bigger) model from the following evidence {{ :en:dydaktyka:problog:hypertext_classification_data.pl|data}} and {{ :en:dydaktyka:problog:hypertext_classification_network.pl|network definition}}. Is there any issue with creating such a model? |
- Could you learn similar classifier using classic machine learning classifiers? | - Could you learn similar classifier using classic machine learning classifiers? | ||
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== Questions: == | == Questions: == | ||
- | | + | |
- What applications of structure learning can you imagine? | - What applications of structure learning can you imagine? | ||
- Do you know any related problems/methods? | - Do you know any related problems/methods? | ||
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base(parent(person,person)). | base(parent(person,person)). | ||
base(male(person)). | base(male(person)). | ||
- | base(female(person)). | ||
- | base(mother(person,person)). | ||
base(grandmother(person,person)). | base(grandmother(person,person)). | ||
- | base(father(person,person)). | ||
- | base(male_ancestor(person,person)). | ||
- | base(female_ancestor(person,person)). | ||
% Target | % Target | ||
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example_mode(auto). | example_mode(auto). | ||
</code> | </code> | ||
+ | |||
+ | You'll have to define a family using ''male'' and ''parent'' facts. | ||
+ | Start with simple family and then add new members as needed. | ||
+ | |||
+ | ===== Big Fat Assignment ====== | ||
+ | |||
+ | - Try to learn structure of the Information Retrieval model, you've done earlier by hand. | ||
+ | - Is the learned model satisfying? If not, what is the problem? Try to fix it by changing learning data by hand. | ||
+ | - Modify model to consider more than only one query. What has to be changed? | ||