I have a list of medicine names(regular_list) and a list of new names(new_list).I want to check whether the names in the new_list are already present in the regular_list or not.The issue is that the names new_list could have some typo errors and I want those name to be considered as a match to the regular list. I know that using stringdist is a solution to the problem but I need a machine learning algorithm
machine learning algorithm for spelling check
4.2k Views Asked by rohit At
1
There are 1 best solutions below
Related Questions in TEXT
- Two different numbers in an array which their sum equals to a given value
- Given two arrays of positive numbers, re-arrange them to form a resulting array, resulting array contains the elements in the same given sequence
- Time complexity of the algorithm?
- Find a MST in O(V+E) Time in a Graph
- Why k and l for LSH used for approximate nearest neighbours?
- How to count the number of ways of choosing of k equal substrings from a List L(the list of All Substrings)
- Issues with reversing the linkedlist
- Finding first non-repeating number in integer array
- Finding average of an array
- How to check for duplicates with less time in a list over 9000 elements by python
Related Questions in MACHINE-LEARNING
- Two different numbers in an array which their sum equals to a given value
- Given two arrays of positive numbers, re-arrange them to form a resulting array, resulting array contains the elements in the same given sequence
- Time complexity of the algorithm?
- Find a MST in O(V+E) Time in a Graph
- Why k and l for LSH used for approximate nearest neighbours?
- How to count the number of ways of choosing of k equal substrings from a List L(the list of All Substrings)
- Issues with reversing the linkedlist
- Finding first non-repeating number in integer array
- Finding average of an array
- How to check for duplicates with less time in a list over 9000 elements by python
Related Questions in STRINGDIST
- Two different numbers in an array which their sum equals to a given value
- Given two arrays of positive numbers, re-arrange them to form a resulting array, resulting array contains the elements in the same given sequence
- Time complexity of the algorithm?
- Find a MST in O(V+E) Time in a Graph
- Why k and l for LSH used for approximate nearest neighbours?
- How to count the number of ways of choosing of k equal substrings from a List L(the list of All Substrings)
- Issues with reversing the linkedlist
- Finding first non-repeating number in integer array
- Finding average of an array
- How to check for duplicates with less time in a list over 9000 elements by python
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)
Popular # Hahtags
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?
As it was already mentioned here machine learning to overcome typo errors , machine learning tools are too much for such task, but the simplest possibility would be to merge those approaches.
On one hand, you can compute the
edit distance
between given wordx
and each of the dictionary wordsd_i
. Additionaly, you can traing per-word classifierreturning
True
(class1
) if a given edit distance has been learned to be sufficient to considerx
a missspelled version ofd_i
. This can give you more general model then not using machine learning, as you can have different thresholds for each dictionary word (some words are more often misspelled then others), but obviously, you have to prepare a training set in form of(misspelled_word, correct_one)
(and add also(correct_one, correct_one
).You can use any type of binary classifier for such task, which can work on "real" input data.