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{{merge from|Similarity matrix|discuss=Talk:Similarity measure#Proposed merge with Similarity matrix|date=October 2013}}
In [[computer science]], a '''similarity measure''' or '''similarity function''' is a [[real-valued function]] that quantifies the similarity between two objects. Although no single definition of a similarity measure exists, usually similarity measures are in some sense the inverse of [[Metric (mathematics)|distance metric]]s: they take on large values for similar objects and either zero or a negative value for very dissimilar objects. E.g., in the context of [[cluster analysis]], Frey and Dueck suggest defining a similarity measure


:<math>s(x_i, x_k) = -||x_i - x_k||_2^2</math>


where <math>||x_i - x_k||_2^2</math> is the [[Euclidean distance#Squared Euclidean distance|squared Euclidean distance]].<ref>{{cite journal |author1=Brendan J. Frey |author2=Delbert Dueck |title=Clustering by passing messages between data points |journal=[[Science (journal)|Science]] |volume=315 |year=2007 |pages=972–976|pmid=17218491}}</ref>
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In [[information retrieval]], [[cosine similarity]] is a commonly used similarity measure, defined on vectors arising from the [[bag of words]] model. In [[machine learning]], common [[Kernel trick|kernel functions]] such as the [[Radial basis function kernel|RBF kernel]] can be viewed as similarity functions.<ref name="primer">{{cite book|author1=Vert, Jean-Philippe|author2=Koji Tsuda|author3=Bernhard Schölkopf|authorlink3=Bernhard Schölkopf|year=2004|chapter=A primer on kernel methods|title=Kernel Methods in Computational Biology|url=http://www.eecis.udel.edu/~lliao/cis841s06/primer_on_kernel_methods_vert.pdf}}</ref>
 
==References==
{{reflist|1}}
* {{cite journal |author1=F. Gregory Ashby|author2=Daniel M. Ennis|year=2007 |title=Similarity measures |journal=Scholarpedia |volume=2 |number=12 |doi=10.4249/scholarpedia.4116}}
 
==See also==
* [[Semantic similarity]]
* [[String metric]]
* [[Affinity propagation]]
 
 
[[Category:Computer science]]
 
{{comp-sci-stub}}

Revision as of 23:17, 13 February 2014


All forms of diabetes can be a disease that should be considered seriously by any individual afflicted with it. Even so, it lacks to devastate your life, by taking the methods and precautions needed to handle diabetic issues every single day. By managing your diabetes, it is possible to stay a fulfilling and satisfying daily life.

In case you have type II Diabetes mellitus then it's time and energy to forget deep fried foods. The breading on many fried meals is loaded with carbohydrate food, usually has sugars included with it, and soaks up unhealthy skin oils. You really don't desire to be ingesting these bad things.

If your child is clinically determined to have Diabetes mellitus, make keeping track of their blood sugar levels enjoyable. Have a contest in which they obtain a reward for carrying out their blood glucose by the due date every day to get a specific length of time, like a vacation to the gadget shop or an hour on the park.

Going for a walk, jog, or run with your pet, is an excellent method to workout and help keep your diabetes mellitus in order. It will help your pet dog stay at a healthy weight, which can help you save both misery and cash on veterinarian monthly bills. You'll encourage the other person to maintain proceeding!

If you're Diabetic, you should stop smoking. Stop of tale, period of time, that's that. You cannot possess undesirable habits while the body is already getting these kinds of problems or maybe any treatment you're receiving is going to be sabotaged. It's time to make a selection - do you need to live a lengthy, healthier life, or cigarette smoke?

You are able to handle, avoid, or even turn back diabetes just via nourishment, wholesome body weight amounts and workout. There is absolutely no requirement best book For Diabetes particular diet plans. Just try eating balanced and healthy diet concentrating on fresh vegetables, grain, many fruits and good fats. That's balanced and healthy diet for anyone!

Keep an eye on your Diabetes products and make sure you typically have got a file backup. Certainly, keeping an enormous inventory of insulin isn't attainable because it has an expiration day, but lancets and examination strips don't! Always keep adequate blood insulin accessible so you know you'll utilize it soon enough, however, you also should never be kept without this.

Much like you're able to get generic diabetic person prescription medications and remain healthier, universal meals can be just as good as their manufacturer competitors. Conserving money is important to everybody, specially when you're with a relatively strict diet. If you're going to buy the general manufacturer, examine the component checklist and nutrients details to the manufacturer to make certain you're receiving the very same good quality.

When eating healthy for any Diabetic diet, examine the items different stores promote and see having the ideal rates on distinct goods. I really like to keep a spreadsheet on my own mobile phone which demonstrates each and every object I buy routinely, and which retailer I could obtain it in the finest value so i could supply up when I head to that store.

It is crucial for everyone with diabetic issues to confirm their blood glucose frequently. How many times you look at your blood sugar levels depends upon your doctor's guidelines, but it needs to be carried out. Checking out your blood glucose levels enables you to see what meals increase your levels. It is then simpler to get levels spikes.

Find what your blood sugar objective ranges should be and ensure that you're reaching them. Diabetes mellitus control means understanding what you're against, so have a record with the aim numbers listed in order to very easily find out how nicely you're doing every day. After you have your blood sugar under control you'll feel profoundly healthier!

Be sure to go to your podiatrist frequently when you have Diabetes to obtain program feet examine-ups. The feet are vulnerable to peripheral neuropathy and contamination, so getting them searched above will guarantee you don't end up with them simply being amputated. It takes only a tiny bit of time and energy to keep your ft . are healthful, so do it!

Content loaded with recommendations such as the one you've just study are your most potent instrument. Insulin can help you regulate your blood glucose levels, but suitable information about how to modify your way of life, can make sure that diabetic issues continues to be a minor hassle instead of an existence-frightening illness. Utilize this information to guide you.