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[Machine learning & Data mining] naive Bayesian mathematical principles

1. Preparation:(1) Prior probability: Based on past experience and analysis of the probability, that is, the usual probability, in the full probability of the expression is "from the result of the fruit"(2) Posterior probability: refers to the probability of re-correcting after obtaining the "result" information, usually the conditional probability (but not all of the conditional probability is the posterior probability), in the Bayesian formula as a result of the "fruit seeking cause"For exampl

How is the Oracle consistent gets calculated?

follows: List list = new Linklist (); // create a linked List List = Test1Dao. listC1 (); // Circular linked list While (list. size> 0 ){ String c1 = list. remove (0 ); // Search If (Test11Dao. find (c1 )){ // Found. The condition is not met } Else { // Tell the client that no result is found. If yes, the result is returned. } } In this way, each record in the list will request the test11 block, but its mechanism is to find a row that is returned, so each time it may scan 1 ~ 34 to generate the

Android Application Source Intelligent Agriculture

This example is an Android example source for smart agriculture, which only implements the layout part. : Http://www.dwz.cn/CpG3C Run: , NB Sp , NB Sp , NB Sp , NB Sp , NB Sp

Ado. NET's initial understanding

bridge connecting a DataSet object to a data source, using the command object to execute SQL commands in the data source to load data into the DataSet object and to make changes to the data in the DataSet object consistent with the data source. DataSet ObjectThe DataSet object is another component that is specifically designed for data access to a data source, so he can use it for multiple different data sources. A DataSet object contains a collection of one or more DataTable objects that have

MySQL partition table

Mysql> CREATE TABLE stu (Id int (9) NOT NULL auto_increment, Name varchar (+) NOT null default ' ', Time datetime default Null,primary key (Id,time)) partition by range (To_days (time)) (partition P0 values less than (to_days (' 2015-03-21 ')), Partition P1 values less than (to_days (' 2015-03-22 ')); Query OK, 0 rows affectedmysql> Show create TABLE stu;+-------+---------------------------------------------------- ---------------------------------------------------------------------------------

malloc Source Analysis---5

malloc Source Analysis-sysmalloc This chapter mainly analyzes Sysmalloc code, in the "malloc Source Analysis-2" has analyzed some of the Sysmalloc code, mainly for the allocation of the initialization of the area. This chapter looks at the rest of the code, the first part static void * Sysmalloc (internal_size_t nb, mstate av) {mchunkptr old_top; internal_size_t old_size; Char *old_end; Long size; Char *brk; Long correction;

HDU---1052---tian bogey horse racing

Series B are all equal (A1=B1,A2=B2...AN=BN), obviously the slowest Malay and King fastest ponies have the best solution, can win n-1 long, lose 1, can't find a better sideThe law. 3) When the sequence A and the B elements are all equal (A1=B1=A2=B2...=AN=BN), can not win or lose.Now suppose that n horses take the slowest Malay and King fastest ponies have the best solution, proving that there are n+1 hors

BZOJ3504[CQOI2014] Dangerous Bridge

BZOJ3504[CQOI2014] Dangerous BridgeTest instructionsThere are N islands, some of which are connected by bridges, and the roads on the bridge are two-way, but only one person can pass at a time. Some of these bridges are dangerous bridges. Alice wants to travel between the islands Al and A2 (from Al to A2 and from A2 to Al for a round trip). At the same time, Bob wants to travel between the island BL and B2 to bn times. In this process, all dangerous b

[Classic face question] perfect shuffle algorithm

TopicThere is an array of length 2n {a1,a2,a3,..., an,b1,b2,b3,..., bn}, if you wish to sort {a1,b1,a2,b2,...., an,bn}, consider a solution with no time complexity O (n), spatial complexity 0 (1).Source2013 UC's School recruit Pen testIdea OneStep ①, determine the position of the B1, that is, let B1 with the A2,A3,A4 in front of it exchange:a1,b1,a2,a3,a4,b2,b3,b4Step ②, then determine the position of B2, t

How to quickly understand a new embedded operating system (cont.)

task ID that handles the keystroke message. Where is it initialized?5. Initialization of the key handling taskmain-> osal_init_system-> osalinittasks-> Simplebleperipheral_initRegisterforkeys (Simplebleperipheral_taskid)That is, in this function to assign Simplebleperipheral_taskid to Registeredkeystaskid, that is, simplebleperipheral corresponding task to process the message.6. Handling of keysThe key handling that the user adds is in the Simplebleperipheral_handlekeys function.Please step by

The law of Construction read Note 06

Several stages of team work:embryonic stage (Forming), during this period, team members have just come into contact with the purpose of the team and are likely to have just met each other. The goals of the team are not really agreed, and the members rely heavily on the guidance of the team leader. Other features are as follows. , NB Sp , NB Sp ,

First time job

The basic problem with data compression is, "What are you going to press?" ” Data compression is primarily about data that results in data redundancy Why do I need to compress? nbsp , NB Sp , NB Sp ,

[BZOJ 3504] [Cqoi2014] dangerous bridge, bzojcqoi2014

[BZOJ 3504] [Cqoi2014] dangerous bridge, bzojcqoi20143504: [Cqoi2014] critical bridge Time Limit: 10 Sec Memory Limit: 128 MBSubmit: 583 Solved: 309[Submit] [Status] [Discuss]Description Alice and Bob reside in a country consisting of N Islands numbered 0 to N-1. Some islands are connected by bridges and the roads on the bridges are doubleForward, but only one person can pass at a time. Some of these bridges become dangerous because they are out of service for a long time. They can only be used

HDU 2643 rank HDU 2512 one-card adventure Stirling applications

.S (n + 1, K) = S (n, k-1) + NS (n, k ). The second type of Stirling is the number of methods that divide a set containing n elements into k non-empty subsets. Recursive Formula,S (n, n) = S (n, 1) = 1,S (n, k) = S (n-1, k-1) + KS (n-1, K ).Put N balls with Different balls into k unlabeled boxes (n> = k> = 1, and the box cannot be blank. (that is, the number of cases where a set containing n elements is divided into k sets) Recurrence formula: S (n, k) = 0 (k> N) S (n, 1) = 1 (k = 1)

Ultraviolet A 10655-contemplation! Algebra (matrix fast power)

Ultraviolet A 10655-contemplation! Algebra Question Link Meaning: Given P, Q, N representsP=A+B,Q=ABPleaseAN+BN Train of Thought: the rapid power of the matrix. The formula is transformed to get (AN+BN)(A+B) =AN+ 1 +BN+ 1 +AB(AN? 1 +BN? 1), move the item to getAN+ 1 +BN+ 1 =

HDU 4865 Peter's Hoby (probability DP)

Http://acm.hdu.edu.cn/showproblem.php? PID = 1, 4865 There are three kinds of weather and Four Leaf states. The two tables are given, respectively, the probability of leaf state in each weather and the probability of today's weather to tomorrow's weather. The status of the leaves in N days is given to output the most likely weather sequence. Thought: WL [I] [J] indicates the probability that the weather is I and the leaves are J. ww [I] [J] indicates that the weather today is I. The probabilit

Job Four: Pair programming Project---arithmetic

); Private JTextField DDD = new JTextField (4); Private JTextField E = new JTextField (6); Private JTextField EE = new JTextField (4); Private JTextField EEE = new JTextField (4); Private JPasswordField Password = new JPasswordField (); Private JButton OK = new JButton ("OK"); Private JTextField QQ = new JTextField (6); int num=0; int an[]=new int [5]; String Bn[]=new string [5]; String Cn[]=new string [5];

Common Subsequence (longest Common Subsequence + Dynamic Planning) hdu1159 classic

Link: http://acm.hdu.edu.cn/showproblem.php? Pid = 1, 1159 The longest common substring of two strings. Idea: dynamic planning. The longest public subsequence is a classic issue of dynamic planning. I am learning about dynamic planning recently. So I will try it here. This problem occurs in the introduction to algorithms as an example of Dynamic Planning Algorithms. Dynamic Planning, as we all know, the first step is to find Sub-problems, that is, to br

JavaScript this points to the problem

The point of thisWhen the function is created, the point of this is not determined, it finally points to the object that called itWindow.onload=function () {Window.a= "My past."Function Da () {Console.log (THIS.A)}Da () //My once}Solution: Window calls the DA () function, so this is a pointer to the windowWindow.onload=function () {Window.a= "My past."var bn={A: "Little white",Da:function () {Console.log (THIS.A)}}Bn.da () //Small white}Solution: The

PHP File Upload examples and Parameters

= false ){Echo '}Echo '}// Process form submission$ Action = (isset ($ _ POST ['action'])? $ _ POST ['action']: '';$ File = (isset ($ _ POST ['file'])? $ _ POST ['file']: '';If ($ file! = ''){$ File = $ file .'/';}$ Message_true = '';$ Message_false = '';Switch ($ action ){Case 'upload ':Chmod (FILE_UPLOAD_DIR, 0777 );For ($ nb = 1; $ nb If ($ _ FILES ['file _ '. $ nb

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