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Zheng Jie "machine Learning algorithm principles and programming Practices" study notes (fourth) (Recommended system principles) (ii) Kmeans

) [0] ]# calculates the mean value of the Pstinclust columns: mean (Ptsinclust,axis = 0): axis=0 #按列计算 Clustercents[cent,:] = mean (Ptsinclust,axis = 0)4.3.4 Evaluation Classification Results:Fifth stage: Visualization of classification results.  # returns the cluster Center for the completion of the calculation Print " clustercents:\n " , Clustercents # classify and depict data points Color_cluster (clusdist[:,0:1],dataset,plt)# based on Clustdist to draw a cluster center Drawscatter (plt

Specifications recommended by Delphi Programming 2---naming conventions

required component types in the Object Inspector (property observer)1.16. Naming the Data modules The Data module type name should express its purpose and be prefixed with "Tdm" followed by a descriptive name1.17. Naming the Data module instanceThe name of the data module instance should be the same as the corresponding type name, but without the prefix TOf course, this is only part of it, and there are many norms that need to be developed and obeyed. In addition, this is only a proposed specif

Practices that are not recommended in Java multi-thread programming

In practice, Java multi-thread programming does not advocate the use of methods, but does not advocate the use of methods that are reserved to support backward compatibility. They may appear in future versions, or not. Java multithreading support has been significantly revised in versions 1.1 and 1.2. The stop (), suspend (), and resume () functions are no longer recommended. These functions may introduce s

Java Programming Common Technology (recommended) _java

code: It seems to work this way at the moment, but if Java changes the encoding and the definition returns-2 is a better way, it is recommended that the second type be used. Four: Avoid accidental assignment The following code: The first case: the = =, will be an unexpected 5 assignment as a variable, the second case: the situation does not occur unexpected assignment; The third case: = = = is the same as the exact symbol in JavaScript, the

Beam Programming Series Java SDK Quickstart (recommended steps for official website)

*$ more counts*the:1api:9old:4apache:2limitations:1bundled:1foundation:1 ...Flink-cluster$ ls/tmp/counts*$ More/tmp/counts*the:1api:9old:4apache:2limitations:1bundled:1foundation:1 ...Spark$ ls counts*$ more counts*beam:27sf:1fat:1job:1limitations:1require:1of:11profile:10 ...Dataflow$ gsutil ls gs://SummarizeApache Beam is mainly for ideal parallel data processing tasks, and by splitting the dataset into multiple sub-datasets, each sub-dataset can be processed separately, thus enabling the para

Several solutions for solving Chinese garbled characters (recommended) _jsp programming

display Chinese. To encode: Urlencoder.encode (stuname, "UTF-8") Pass to server: To decode: Urldecoder.decode (Stuname, "UTF-8") Five, return to the browser display garbled In servlet programming, it is often necessary to return some information to the browser through the response object to our clients, while we display the Chinese on the server side, but the response to the client browser is garbled, mainly due to the getwriter of the Response

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