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Data Mining Series (6) Decision tree Classification algorithm

Attributeselectionmethod () to select the best classification attribute. Output: a decision tree. Procedure: Constructs a node n; if all records in data record d have the same class label (in Category C): The node n is marked as c as a leaf node, and the node n is returned, and if the list of attributes is empty: The nodes n is labeled as the class with the most class in D as the leaf nodes, and returns the knot N; Call Attributeselectionmethod (d,attributelist) to select the best split criteri

Using regular expressions in JavaScript to implement the delete before and after spaces _ regular expressions in a string

, this and consider whether to exclude the capture group before the space the same reason, the back of the \s* has been for us to deal with \s* a space after the matching character ——————————————————— Split Line —————————————————— – Customize the three trim () function to filter the space between the left and right sides of the string. Copy Code code as follows: JS Remove Space function Add three members here for the String class String.prototype.Trim = function () {return Tr

Methods for using regular expressions to delete before and after spaces in JavaScript-regular expressions

. JS Remove space function //Add three members to String class String.prototype.Trim = function () {return Trim (this);} String.prototype.LTrim = function () {return LTrim (this);} String.prototype.RTrim = function () {return RTrim (this);} Here is the Independent function LTrim (str) { var i; for (i=0;i ——————————————————— Split Line —————————————————— – function Checksubmit () { if (Confirm ("Save data is confirmed)") { var ab = document.getElementById (' name '). Value

Starting from zero depth learning to build a neural network (i) _ Neural network

, where ' DW ', ' DB ' is for easy representation in Python code, and the real meaning is the right equation (differential): ' DW ' = DJ/DW = (dj/dz) * (DZ/DW) = x* (a-y) t/m ' db ' = dj/db = SUM (a-y)/M So the new values are: w = w–α* DW b = b–α* db, where alpha is the learning rate, with the new W, b in the next iteration. Set the number of iterations, after th

PAT1111. Online Map

Test points: Shortest path, Dijkstra algorithm, DFS Ideas and submissions: The subject of direct DJ algorithm, the first time to submit the DJ did not write to, mainly the first cycle to find the minimum value when you forget to judge the Vis, the second time did not consider the same path, the most time is the logic of the mistake, Although the problem is to output the shortest short-circuit the fastest bu

TensorFlow tf.nn.conv2d () Introduction

", shape= (+, +, +), Dtype=float32)It can be seen that there is a multiple relationship between the size of the output size and the stride of the convolution. Second, the realization of the function of the process For a given shape for [batch, In_height, In_width, In_channels], the tensor variable input, and the shape for [Filter_height, Filter_width, In_channels, Out_ Channels] The convolution kernel filter, the function tensorflow::ops::conv2d (c + + version definition, and the Python vers

Instance programming: Maze Pathfinder III

Consider a tree from the maze entrance to the shortest path near the point. The shortest path near the exit can be found by means of breadth traversal. The algorithm idea of this program originates from the Dijkstra algorithm of finding the shortest path near the other points in the graph. /* Maze Pathfinder III (Shortest path) * * /* Dijkstramaze. C * * * * 2003-8-26 * * #include #include #include #include #include #define N 22 #define M 22 int bg[m][n]; int aa[m][n]; struct pace{ int pre

Several Java anti-compilation tools (class to Java)

1.Java DecompilerYet another fast Java decompiler.: http://jd.benow.ca/#jd-gui-downloadA very concise anti-compilation tool that supports Windows, Linux, and Macs. corresponding Eclipse plugin:Name:jd-eclipse Update SiteLocation:http://jd.benow.ca/jd-eclipse/update2.DJ Java DecompilerWith DJ Java Decompiler you can decompile Java Class-files and save it in the text or other format. It ' s simple and easy.:

Data mining,machine learning,ai,data science,data science,business Analytics

with this concept, it is the first time that data analysis capabilities help business companies identify potential opportunities, not just for technology companies. Then McKinsey argues that by the year 2018, about 190,000 of the projects in the United States lacked " deep analytical Talent", which was driven by Big Data . So far, McKinsey has further described "Business Analytics" as "deep analytical capabilities".Then DJ Patil and Jeff Hammerbacher

Linux Learning Notes < 10 >--vim Editor

: W Save: w! Forcibly saved: x =: Wq2. Exit in edit modeZZ: Save and exitThird, move the cursor (edit mode)1. Character-by-word movementH: LeftL: RightK: UpJ: Next#[hlkj]: Move # Step2. Move in Word unitsW: Move to the beginning of the next wordE: Move to the ending of the current or next wordB: Move to the beginning of the current or previous word#[web]3. In-line jump0: Jump to the absolute beginning^: first non-whitespace character at the beginning of a line$: Last character at end of line4. J

What does the mini radio play button mean?

1, is airing: Show micro-radio at this moment online broadcast program; 2, heart-Shaped collection button: Click to achieve one-click collection. When the heart is gray, it indicates that the user has a micro-collection, while yellow indicates the success of the collection. 3, popular radio: all stations in accordance with the user's collection of heat, to weeks as a data monitoring point of time, the radio arranged; 4, all radio: In accordance with the regional collection of more than 260 ra

POJ 3544 Journey with Pigs: greed and sort inequalities

Journey with Pigs http://poj.org/problem?id=3544 Time limit:1000ms Memory limit:65536k Description Farmer John has a pig farm near town a. He wants to visit his friend living in town B. During This journey the he would visit N small villages so he decided to earn. He tooks n Pigs and plans to sell one pig, and village he visits. Pork prices in villages are different, in the J.-th Village The people would buy a pork at pJ Ru Bles per kilogram. The distance from town A to the J-th Village a

echo Echo Upload Sound music tutorial

We open "echo echo" on our phone. If there is no account number we sign up for an account and then log in with the account if you are logged in directly. After the successful login we choose the channel we like, then we choose a category that we want to upload. such as small series like the DJ, now we go into the DJ channel, choose the bottom of the channel to add their own content.

PHP JS IP address and domain name format detection code _php tips

) | (VG) | (AD) | (AE) | (AF) | (AI) | (AL) | (AN) | (AO) | (aq) | (AR) | (AS) | (AU) | (AW) | (AZ) | (BA) | (BB) | (BD) | (BF) | (BG) | (BH) | (BI) | (BJ) | (BM) | (BN) | (bo) | (BR) | (BS) | (BT) | (BV) | (BW) | (by) | (CD) | (CF) | (CG) | (CH) | (CI) | (CK) | (CL) | (cm) | (CR) | (CU) | (CV) | (CX) | (CY) | (CZ) | (DJ) | (DK) | (DM) | (DO) | (DZ) | (EC) | (ee) | (eg) | (er) | (ET) | (FI) | (FJ) | (FK) | (FO) | (GA) | (GD) | (GE) | (GF) | (GG) | (GH

Setting ADSL Modem NAT to make network application without limitation _ surfing

Many friends like to listen to online radio programs, and more friends like to be their own DJ. The following I teach you a trick, easily when the DJ, round your personal radio dream 1. Apply for Personal Radio First of all, from Www.baizhao.com will be the famous Peer-to-peer browser "hundred trillion" software to download and install to the system, after running, in the Hundred Megabytes Open http://www.b

Laser Radar Learning Notes (iii) feature extraction _ LiDAR

. If the laser's effective ranging distance is 10 meters and the angle resolution is 0.25 degrees, the minimum distance between adjacent scan points is: 2x10mxsin (0.125°) =0.0436m. Depending on the value, you can set the appropriate separator threshold. UTM-30LX effective distance of 60m angle resolution 0.25 degrees, but generally for indoor applications will not exceed 10m A, calculate the distance between the two adjacent points DJB, judge the relationship between

Measurement method of ICDAR2013 text detection algorithm (II.) Rectangle matching and Deteval

. Many-to-one match, as shown in (c), detection is larger than the granularity of ground truth. Many-to-many match, not in the picture.The difference between the different Evaluation methods is that the three kinds of match are handled differently Evaluation in ICDAR2003, only one-to-two match is considered Just considering that one-to-one match is the simplest, simplest and most brutal way, ICDAR2003 is using this approach.The formula (6) in the figure calculates recall and precision, both of w

Differential constraint explanation

you ask 1 to n the maximum difference, directly after the map with Bellman or SPFA can be passed A little difficult is poj1364, because he gave the inequality is not x-y Then there is poj1201, he asked for the longest distance, it is necessary to transform the form into a standard form of x-y>=k Note the point: 1. If the maximum value is required to find a way to change each inequality into a standard x-y If the minimum value is required, it becomes the standard form of x-y>=k, then a K-si

Dijkstra algorithm of Shortest Path algorithm (Java implementation)

node di with the lowest D value from the candidate list. (In this case, the data structure of V uses the priority queue to achieve the minimum value of the dequeue, preferably using Fibonacci pairs, in the previous article has been introduced, performance has a significant hint). For each edge that starts with the node, excluding the node to remove V, (i, J) belongs to A, if DJ > di + AIJ (breach of relaxation conditions),

How to display the local time according to the user's time zone using javascript + php

between the login user's time zone and the GMT Time Zone var exp = new Date (); var gmtHours =-(exp. getTimezoneOffset ()/60); setCookie ('customer _ timezone ', gmtHours, 1); // date = exp when determining whether the value is timeout. format ('yyyy-MM-dd HH: mm: ss'); if (inDaylightTime (date) {setCookie ('indaylighttime', 1, 1 );}} // set Cookiefunction setCookie (c_name, value, expiredays) {var exdate = new Date () exdate. setDate (exdate. getDate () + expireda Ys) document. cookie = c_name

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