Rough set Related Words

examples: winter,  understanding,  cloud

Here are some words that are associated with rough set: zdzislaw pawlak, poles, probability, statistics, computer science, entropy, crisp set, fuzzy set, attribute-value system, equivalence relation, equivalence class, dempster–shafer theory, inductive bias, version space, model selection, bioinformatics, logical implication, economics, association rules, boolean logic, ambiguity, vagueness, uncertainty, boolean algebra, attribute-value pair, machine learning, data mining, rule induction, feature selection, dimensionality reduction. You can get the definitions of these rough set related words by clicking on them. Also check out describing words for rough set and find more words related to rough set using ReverseDictionary.org

Words Related to rough set

Below is a list of words related to rough set. You can click words for definitions. Sorry if there's a few unusual suggestions! The algorithm isn't perfect, but it does a pretty good job for common-ish words. Here's the list of words that are related to rough set:

zdzislaw pawlak poles probability statistics computer science entropy crisp set fuzzy set attribute-value system equivalence relation equivalence class dempster–shafer theory inductive bias version space model selection bioinformatics logical implication economics association rules boolean logic ambiguity vagueness uncertainty boolean algebra attribute-value pair machine learning data mining rule induction feature selection dimensionality reduction text mining software engineering control engineering
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zdzisław pawlak fuzzy sets

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Words Related to rough set

As you've probably noticed, words related to "rough set" are listed above. According to the algorithm that drives this word similarity engine, the top 5 related words for "rough set" are: zdzislaw pawlak, poles, probability, statistics, and computer science. There are 30 other words that are related to or similar to rough set listed above. Hopefully the generated list of rough set related words above suit your needs.

P.S. There are some problems that I'm aware of, but can't currently fix (because they are out of the scope of this project). The main one is that individual words can have many different senses (meanings), so when you search for a word like mean, the engine doesn't know which definition you're referring to ("bullies are mean" vs. "what do you mean?", etc.), so consider that your search query for words like rough set may be a bit ambiguous to the engine in that sense, and the related terms that are returned may reflect this. You might also be wondering: What type of word is rough set?

Also check out rough set words on relatedwords.io for another source of associations.

Related Words

Related Words runs on several different algorithms which compete to get their results higher in the list. One such algorithm uses word embedding to convert words into many dimensional vectors which represent their meanings. The vectors of the words in your query are compared to a huge database of of pre-computed vectors to find similar words. Another algorithm crawls through Concept Net to find words which have some meaningful relationship with your query. These algorithms, and several more, are what allows Related Words to give you... related words - rather than just direct synonyms.

As well as finding words related to other words, you can enter phrases and it should give you related words and phrases, so long as the phrase/sentence you entered isn't too long. You will probably get some weird results every now and then - that's just the nature of the engine in its current state.

Special thanks to the contributors of the open-source code that was used to bring you this list of rough set themed words: @Planeshifter, @HubSpot, Concept Net, WordNet, and @mongodb.

There is still lots of work to be done to get this to give consistently good results, but I think it's at the stage where it could be useful to people, which is why I released it.

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