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Common machine learning algorithms principles + Practice Series 6 (naive Bayesian classification)

, the message is the probability of classification C, when the word appears more time, will come to the problem of accuracy, you can dissolve the problem into a joint probability, that is, the probability of each word to find P (c| Wi), and then take out the probability of the largest topn to solve, such as n=10,n=15, and so on, the joint probability formula is as follows: p=p1*p2*p3*....pn/(p1*p2*p3*....pn+ (1-P1) * (1-P2) * (1-P3) ... * (1-PN)), where P1-PN is our chosen topn probability.

Handler series (6)-View post () method

Handler series (6)-View post () methodMainActivity is as follows: Package cc. testui2; import android. OS. bundle; import android. view. view; import android. view. view. onClickListener; import android. widget. button; import android. widget. textView; import android. app. activity;/*** Demo Description: * method for changing the UI in a child thread ** the post () method of the View is used in the child t

Java Design Pattern modeling and implementation of cainiao series (6) Singleton pattern

Java Design Pattern modeling and implementation of cainiao series (6) Singleton pattern Reprinted please indicate the source: http://blog.csdn.net/lhy_ycu/article/details/39784403 Singleton: a common design pattern. In Java applications, a singleton object can ensure that only one instance exists in one JVM. Benefits: 1. Some classes are frequently created. For some large objects, this is a huge system ove

[SSO single-point series] (6): CAS4.0 single-point process Sequence Diagram (Chinese version) and related terminology (TGT, ST, PGT, PT, PGTIOU), tgtpgt

[SSO single-point series] (6): CAS4.0 single-point process Sequence Diagram (Chinese version) and related terminology (TGT, ST, PGT, PT, PGTIOU), tgtpgt CAS-related content has not been written for a long time. It may be updated next week. Since the single-point process sequence diagram in the previous article was directly downloaded from the official website, it was in English and may not be understood by

Simple Program interpretation of C ++ STL algorithm series 6: count

C ++ STL's Non-mutating algorithms is a set of template functions that do not destroy operation data, it is used for processing sequence data one by one, element search, subsequence search, statistics, and matching. The count algorithm is used to calculate the number of occurrences of a given value in the container. Two prototypes are used to calculate the number of elements equal to the value on the [first, last) range of the iterator n. The difference is whether the Count n is returned direct

JSP series: (6) JSP advanced-imitate JSTL core Tag Library

{@Overridepublic void Dotag () throws Jspexception, ioexception{//get parent tag Choosetag father = (Choosetag) This.getparent (); if (!parent.isexecuted ()) {this.getjspbody (). Invoke (null);}}. tld File Configuration:jsp file 3. Foreach LabelForeachtag.java filepackagecom.rk.tag;importjava.io.ioexception;importjava.util.collection;import java.util.list;importjava.util.map;importjavax.servlet.jsp.jspexception;import javax.servlet.jsp.pagecontext;importjavax.servlet.jsp.tagext.simpletagsupport

Redis series--6, Redis Java connection operation

server sucessfullystored string in Redis:: redisstored string I N Redis:: mongodbstored string in Redis:: MysqlKey instances for Redis and Javaimportredis.clients.jedis.jedis;publicclassrediskeyjava{public Staticvoidmain (String[]args) {//connectingto redisserveronlocalhostjedisjedis= newjedis ("localhost"); system.out.println ("Connectionto serversucessfully ");//storedatainredis list//getthestoreddataandprintit listNow, let's compile and run the above program.$javac Rediskeyjava.java$java red

[JS Master Road] Webpack Tutorial Series 6-Plug-in use of the Html-webpack-plugin configuration (bottom)

/js/main.js ',6Index: './src/js/index.js ',7List: './src/js/list.js ',8Detail: './src/js/detail.js '9 },Ten output: { One //__dirname, which is the absolute path where the current Webpack.config.js file resides APath: __dirname + '/dist ',//output path, to use absolute path -FileName: ' Js/[name]-[hash].bundle.js ',//file name of the output after packaging - }, the plugins: [ - NewHtmlwebpackplugin ({ -Template: './index.html ', -Title: ' Blog Home-by Ghostwu ', +FileName

HD-ACM Algorithm Specialization series (6)--big number

Title Description:Source:#include "iostream" #include "Cmath" using namespace std; #define PI 3.1415926#define E 2.718281828459045int main () {int n, num;double sum;cin>>n;for (int i = 0; i   HD-ACM Algorithm Specialization series (6)--big number

Linux Learning Series 6---Print files and send mail

separated by commas (,) . -B Users who require BCC (secret send), multiple users separated by commas (,). For example, send mail to [email protected]:The first line is the input command,-s to indicate the subject of the message, the following [email protected] is the recipient of the message, enter the line after the command entered, will enter the message body writing, you can enter any text, such as the above two lines. After entering the body of the message, yo

Linux (x86) Exploit development Series 6: bypassing ASLR with RETURN-TO-PLT

linker populates the table during the redirection process. In this case, you only need to modify the data segment when redirecting, without affecting the text segmentThe dynamic linker uses the following two ways of redirecting global symbols and functionsGlobal offset Table (GOT): The Global offset table contains four-byte entries for each global variable, and the four bytes contain the address of the global variable. When a code snippet's instruction refers to a global variable, it does not u

Algorithm Series note 6 (Dynamic planning-longest common sub-sequence/string LCS)

common subsequence that computes x[1...i-1] and y[1...j-1].2 : Overlapping sub-problemsWe also see that the sub-problem contains a common sub-problem, that is, overlapping problems occur.This means that a recursive problem consists of a small number of independent sub-problems that are repeatedly calculated. The LCS problem contains m*n independent sub-problems.Reference documents1:http://blog.csdn.net/steven30832/article/details/82601892:http://blog.csdn.net/imzoer/article/details/8031478Algor

Oracle Apex Useful Note Series 6-Editable interactive reports Editable Interactive report

As far as I know. Apex 4.x is not provided with an editable interactive reporting component. This needs to be implemented manually.In fact, this is not very complicated, just a few simple steps.1. Create a interactive report based on the wizard. Query statements can be as follows. Select Apex_item.hidden (1,e.id) | | E.name as Staff, Apex_item.select_list_from_lov (p_idx=>2,p_value=>e.department_id,p_lov=> ' lov_department ') as department from employee E; The key here

How to implement a PHP framework series article "6" MySQL Database

function to process each row of the returned array.Write the statement. Why to distinguish between read and write, obviously can be extended to control read-write separation, double write and other functions.In a variety of cloud databases and database middleware today, the implementation of the database layer is a better choice. 123456789101112131415 Dba::write($sql);/*直接插入或更新kv形式的array数组会自动对value进行转义,也支持array类型的值。如果自己写sql语句要注意使用addslashes或mysql_real_escape_string来保证安全*/Dba::i

Entity Framework 6 Recipes Chinese Translation series (three)-----chapter III Querying using SQL statements

because the row may not contain the value that is required to instantiate the type. Interestingly, we can use the SQLQuery () method to instantiate a type that is not an entity at all. For example, we create a Studentname class that contains only the last name, and a name of two attribute people. If our SQL statement returns only these two columns, we can get the instance collection of type Studentname using the Sqlquery We are careful to use phrases, SQL statements, rather than query statement

ExtJs2.0 Learning Series (6)--ext.formpanel of the third type (ComboBox article)

Preface: To Tell the truth, this ExtJS series of articles in the blog park in the heat is not high, may be to learn this thing is not many people, but I think there is such a series of articles for Chinese friends very helpful! Please support us! ExtJs2.0 Learning Series (5)--ext.formpanel in the second, we discussed the fieldset and form validation, and today w

Modules detailed configuration of the JBoss EAP 6 Series six public module for the jar configuration to JBoss

Problems encountered and to be solved in the company project1: In principle, in addition to their own code, the public jar should not be packaged in the ear, so the package is too large, also does not conform to the layered logic, inside the JBoss container, each ear of the packet repeat jar will be transferred to the internal JBoss, resulting in a waste of excessive server resources, An occasional exception occurs.2:jboss EAP 6.*

ExtJs2.0 Learning Series (6)--ext.formpanel of the third type (ComboBox article)

ExtJs2.0 Learning Series (5)--ext.formpanel in the second, we discussed the fieldset and form validation, and today we go deep into the use of ComboBox components in the form elements. Will involve To. NET simple server data interaction, but not in-depth discussion, later will be detailed analysis of server interaction related, but may have to wait a long time, hehe. 5. Server data as a ComboBox data source instanceFirst get the JSON data from the s

Configuration of Bean for 6.Spring series 3

"class= "Com.mchange.v2.c3p0.ComboPooledDataSource"> Propertyname= "User"value= "${jdbc.user}"> Property> Propertyname= "Password"value= "${jdbc.password}"> Property> Propertyname= "Jdbcurl"value= "${jdbc.jdbcurl}"> Property> Propertyname= "Driverclass"value= "${jdbc.driverclass}"> Property> Bean>Beans>Finally, start the test program: Public classMain {@SuppressWarnings ("Resource") Public Static voidMain (string[] args)throwsSQLException {applicationcontex

Implementation of PHP Framework series (6) MySQL Database method _php Example

part of the data. //As long as a function can return the specified number of data content and data total number of bars Dba::readcountandlimit ($sql, $page, $limit); PS: The above functions can provide a map function to process each row of the returned array. Write statements. Why to distinguish between read and write, obviously can be extended to control read and write separation, dual write functions. In a variety of cloud database and database middleware today, the implementation of t

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