k means - Change the number of cluster produced by kmeans in R according to cluster center -


i using simple kmeans in r cluster single vector. since cluster numbers rather arbitrarily assigned (i presume), need them in order (using cluster center).

here exmaple:

> vals <- c(0.22, 0.17, 0.21, 0.13, 0.00) > set.seed(32833) > cl <- kmeans(vals ,3)  > cl$cluster [1] 2 3 2 3 1  > cl$centers    [,1] 1 0.000 2 0.215 3 0.150

as can see cluster centers, order of clusters in (ascending) order cluter center : 1,3,2.

i want return vector of identified clusters transformed accordingly:

e.g. transform(cl$cluster) should give me 3 2 3 2 1.

i have tried chaning factor levels ordering not able logical end. 

> cl$cluster <- as.factor(as.character(cl$cluster)) > levels(cl$cluster) <- order(-cl$centers) > cl$cluster [1] 3 1 3 1 2 levels: 2 3 1

you index cluster vector order of center vector. in example, 

vals <- c(0.22, 0.17, 0.21, 0.13, 0.00) set.seed(32833) cl <- kmeans(vals ,3)  cl$cluster [1] 2 3 2 3 1  cl$centers    [,1] 1 0.000 2 0.215 3 0.150  order(cl$centers)[cl$cluster] [1] 3 2 3 2 1

someone else can chime in as.factor solution, that's option well.


Comments

Post a Comment

Popular posts from this blog

sql server - Cannot query correctly (MSSQL - PHP - JSON) -

i have little problem on project. , turns out query result returns nothing when value of first name or last name has 'ñ' in it. here's code config.php: <?php ini_set('mssql.charset', 'utf-8'); header('content-type: text/html; charset=utf-8'); $servername = "192.168.1.21"; /* ip add of db server */ $connection = array("database" => "db", "uid" => "?", "pwd" => "***"); $conn = sqlsrv_connect($servername, $connection); if(!$conn){ echo "connection not established."; die(print_r(sqlsrv_errors(), true)); } ?> myquery: $idnumber = $_post["idnum"]; $response = array(); $query2 = "select clname, cfname, cmname, cqualifier student cidno = '$idnumber'"; try{ $stmt2 = sqlsrv_query($conn, $query2); } catch(pdoexeption $ex){ $response["success"] = 0; $response["message"] = "d...
Read more

php - trouble displaying mysqli database results in correct order -

i have table in database stores events , date expire. want display events on website display current events first expired events after? i have tried following sql $sql = "select noticeid, notice, noticedesc, noticeimg, noticedate, expirydate tbl_notices group noticeid ,expired order expirydate asc"; but returns expired results first due expirydate being ordered asc in query. my tbl_notice structure looks this noticeid => int(4) notice => varchar(100) noticedesc => text noticedate => timestamp noticeimg => varchar(40) expirydate => datetime expired => int(1) 0 current or 1 expired my php code is $sql = "select noticeid, notice, noticedesc, noticeimg, noticedate, expirydate tbl_notices group noticeid ,expired order expirydate asc"; $result = mysqli_query($conn,$sql); if ($result->num_rows > 0) { // output data of each row while($row = $result->fetch_assoc()) { ...
Read more

C++ Linked List -

i trying create linked list download txt file , use linked list handle file line line. when handling downloaded linked list operations performed on such text editor would. encountering problems however. seems "node(string value)" section of code has wrong though original node() declaration no arguments passes. unable figure out quite is. node.h class node { public: node(); node(string value); void setnext(node *nextnode); // allows user set "next" pointer of node points friend class linkedlist; private: string data; // data box node* next; // pointer box }; node.cpp # include <string> # include "node.h" using namespace std; node::node() { data = ""; next = null; } node::node(string value) { data = value; next = null; } void node::setnext(node *nextnode) // allows user set "next" pointer of node points { this->next = nextnode; } your #include <string> ...
Read more