This paper illustrates the method of Php+mysql to realize infinite classification. Share to everyone for your reference. The specific analysis is as follows:
1, the database by setting the parent class ID to make a unique index, and then use the function of recursive calls to achieve an infinite classification;
2, database design through a specific format, and then use MySQL query key functions: Concat, t
PHP infinite Classification, Google will be able to find a lot of relevant information, thinking more pull wind, is also used more than the classification table has at least three fields, ID id,pid,name classification, PID for the parent category, name for the category name, so that constitutes a tree, such as the next, Is the result set that I query the
The main idea of support vector machine (Support vector Machine, SVM) is to establish an optimal decision Hyperplane, which maximizes the distance between two kinds of samples closest to the plane, thus providing a good generalization ability for the classification problem. For a multidimensional sample set, the system randomly generates a hyperplane and moves continuously, classification of samples, until
the packet is already there, and in the example, I use the basic data structure of the queue, which is actually the queue used. Another problem is not solved, that is how the packet is in the queue, for the process scheduling, the process is created or run, you can call the Setscheduler system to put the process into a schedule class of the list or queue or red-black tree in order to let the process scheduling module scheduling, But what about packets? There must also be such a mechanism, which
The first scenario:The table is two sheets, a classification table, an information table.Table 1:' ID ' int (10),' CID ' tinyint (3),' title ' varchar (255),Table 2:' CID ' tinyint (3),' ParentID ' tinyint (3),' Order ' tinyint (3),' Name ' varchar (255),This can be based on the CID = ParentID to determine the upper level of content, the use of recursion to the topmost level.The second scenario:Set ParentID to a varchar type, with the parent class ID
I. INTRODUCTION
There are many classification algorithms, and different classification algorithms are used in many different variants. Different classification algorithms have different specific, the effect on different data sets is different, we need to choose the algorithm according to the specific task, how to choose the
Music Emotion Classification algorithm based on AdaBoost-2015 Practice Design Summary
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Music Emotion classification algorithm based on Adaboost-2015 Internship design Summary written in the beginning 1 Thank you 2 reference music emotions Adaboost 1 about Code 11 training Samples 12 training results 13 to classify musical features
1. Written at the beginning
The Int
Beginning to think that such a function seems very difficult, before also done a encyclopedia of things, which also involves the classification of the function, but not infinite class, but the simple implementation of a fixed level three classification, at that time was designed by themselves, want to realize the method is too earth, In fact, level three classification
The network has just ended 2007 Internet Innovation Leaders International Forum, ranked the most investment value of the 100 strong website. In this list, to fly Pigeon Book Network, Word-of-mouth Network, 58 of the same city as the representative of the classification of information sites, has become a focus of attention.
The forum, which is guided by the Ministry of Information Industry of China, is judged by its criteria of "innovation and unique
The Red Arrows in the following figure are the parent class and belong to the root level.
The following fields: ID Parent ID type name Depth sort
There is nothing to explain in the first 3 fields, and it should be clear to anyone who has done an infinite class of classification design
And the 5th field sort Field Id:43 's 23 sort represents him in this table at 23 's root directory
And the 23,01 below 23 shows that he is a Class 2 category, rank
2. Planning of the database
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The complexity of classification is discussed earlier, so how to plan a database is a very important step in achieving infinite classification.
I have introduced the forum's database planning, good forum can achieve unlimited follow, infinite classification is this form of
After more than 10 years of vigorous development of the Internet, today has a lot of various web sites. It is these websites that created the colorful world of cyberspace. Some of these websites invest only one thousand or two thousand yuan, some investment move is billions, where is the difference between them? To solve this problem, we first need to have a Web site classification method of these diverse sites to classify. Now the formation of the si
At the beginning of this series of essays, this paper introduces an important customer classification display interface of CRM system, which includes the implementation of loading classification from the dictionary, loading classification from existing data, loading classification in the grouped list, and dynamically c
before you write:
Some of the previous articles, such as the decision tree, Bayesian algorithm, and other simple algorithms to the Neural Network (BP), Support vector Machine (SVM), AdaBoost and other more sophisticated machine learning algorithms (to which interested friends can forward blog look), various algorithms have advantages and disadvantages, Basically can deal with linear and non-linear sample sets, but concept viewing Mencius these algorithms, the personal feeling for the data (whet
Article Description: Usability test method: Card classification.
This article will introduce you as a usability testing method: Card classification. This approach is also to find valuable improvements through the collection and classification of information.
Card classification is a practical usability te
Infinite level classification, mainly by storing the ID of the superior category and the classification path to realize
In my simpla, I used the infinite classification, using the PHP reference idea to achieve the infinite classification method, can be perfect to show such a class
, conversely, the lower;
2, through the search engine to find the number to determine, 3, the target audience interested degree test.
when the site is positioned as "representational" for hundreds of keywords, this "positioning" becomes a touch-and-see Web site content model.
At this point, you can not have the content of the site, the content of the site in advance classification.
Do not directly to the general, summary of the site positioning for "
The data table structure of level Two classification is as follows:
Copy Code code as follows:
The PHP code is as follows
/**
@ article classification with two-level classification
@ param int $rootnum--Number of first class categories
@ param int $childnum--Number of categories at level two
@ return value Array
@ Date 2011.2.24
*/
function
suffering from cancer based on the risk factors.The principle and realization of logistic regressionThe algorithm principle of logistic regression is similar to that of linear regression, except that the prediction function h and the weight update rule are different. The logistic regression algorithm is applied here to the multi-classification, because the Mnist data set is a total of 10 kinds of handwritten digital picture, so we should use 10 class
The infinite level classification is used frequently in the development, for example: Department structure, article classification. The difficulty with the infinite-level classification is the output and the query, for example
The output of the article is classified as a
Find articles contained in all categories under Category A.
1. Principle of r
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