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Machine learning/Data mining/algorithms summary of post-test questions

1, How to judge over-fit and under-fitting, how to solve? A: It is possible to determine whether a fitting or a fit is done by training error and test error. Generally speaking, the training error is very low, but the test error is high, the probability of overfitting is large, if the training error and the test error are very high, it is generally less fitting.

Development Portlet The second step: How to transform a crystal static portlet into a dynamic portlet based on test data?

When crystal-based static portlet development is complete, the portlet needs to be transformed into a dynamic portlet based on the test data before it is associated with the background service. The steps are as follows:Step into the Guide Copy the Portlet project and modify the associated Pom.xml, Src/main/webapp/web-inf/liferay-plugin-package.xml, src/main/webapp/web-inf/ liferay-plugin-package.pr

Mysql Insert Data Performance test

Some tests were done on MySQL some time ago, and some test data were obtained. On the Internet to see some of the relevant summary of MySQL, and can not blindly believe, or need to look at the data to speak. The following test cases insert 10 million data,

How SQL tuning generates massive amounts of test data

scenario, if there is a slow SQL, DBA Plus index optimization is required, how do you know if the index is valid? This needs to be tested and adjusted over and over again, you can not directly take the online database test, the general method is to build a test table in the test environment, and then copy some data fro

JMeter interface test automation for Web interface Testing (iii) (data-driven testing)

interface Testing and Data driven1 IntroductionData-driven testing is the process of separating test logic from test data, saving test data in the form of Excel tables, and reading and executing tests using

Using TPC-DS to generate test data procedures

# # #原文地址: http://www.innovation-brigade.com/index.php?module=Contenttype=userfunc=displaytid=1 pid=3lang=en If you ever find yourself in need to generate massive quantities of benchmark data to test your database ' s data-import or Query performance, the TPC (Transaction Processing Performance Council) provides a handy tool which can easily generate GI Gabytes

Jinfeng Kim Bang: The bloody experience of losing the business.--ea Trading primary test real Data band diagram

this folder, and then put the downloaded EA into this folder.If you have opened the MT4, turn off the MT4 again, you can see the EA has been added to the MT4.Insert OK now it's time to test, first click on the navigation menu bar "show" to select "Expert Advisor Test".A test window will then appear below. This is the data

Efficient Data Synchronization Method and Efficiency Test-20150105 decompression while compressing while transmitting while packing

Efficient Data Synchronization Method and Efficiency Test-20150105 decompression while compressing while transmitting while packing Sometimes it takes a long time to back up or synchronize large directories with many files (such as several GB or dozens of GB database directories and log Directories, although we can adopt the method of first compressing, then transmitting, and then decompression, the amount

SSIS self-test question-Data flow control class

and SCD type 2, the logical implementation process?196, in addition to the SCD conversion controls that are brought with the SSIS + ETL, what are the ways to implement SCD? 197, in the Microsoft SSIS system ETL, for SCD Type 2 can be set by the start time, or the state of the setting two to realize the identity of the current dimension and maintain the historical dimension of the row, how to design let the two coexist in the dimension table? 198. What is the implementation of incremental

The road to soft test-linear table of Data Structure

, the overall composition of the various parts of the collocation and arrangement, the two perfect combination, we need to re-understand her, re-examine and define her: data structure is an important theoretical and technical basis for program design. The content and technology she discussed play an important role in the development of software projects. By studying the data structure, we learn to analyze a

Performance test of "turn" MONGODB billion-level data volume

Tags: wan theory large number of connections coded pad memory alt modeThe performance test of MONGODB billion data volume was carried out, and the following items were tested:(All inserts are single-threaded and all reads are multithreaded) 1) Normal insertion performance (the inserted data is about 1KB per piece) 2) Bulk Insert performance (using the official C

SPSS data Analysis-chi-square test

can calculate the total value of x into each cell ai probability pi, so the NPI is falling into the AI's theoretical frequency of the sample value. With the actual frequency and the theoretical frequency, chi-square statistics can be calculated and Chi-square test.Second, the Independence testThe independence test analyzes whether the two variables are independent of each other, or whether the two variables are independent of each other after control

Dirty data processing in PHP unit test

During unit tests, dirty data is inevitable. What should we do with dirty data? The first method we thought of was to delete and modify the test method, record the data before the operation, and restore the data after the operation is completed. Add, record the new primary k

Eval's two groups of Performance Test Data _ javascript skills

In a recent hot discussion on eval, the instructors @ Franky and yanda @ otakustay also gave wonderful data analysis. Similar tests have just been done before, and I have also joined hands with others, two groups of data are provided for your reference. @ Lao Zhao's microblog "is the code generated by eval really inefficient? Http://t.cn/zWTUBEo contains personal attacks, do not like not ." This has aroused

What exactly is an interface test? How to make interface data

Interface testing is actually difficult to define, I understand that interface testing is not a white box test, but also for the Heihe test. Later, with our development chat, he said that the interface test is actually a part of the white box. Later, with one Ali Big data chat, he said the interface

Php server integer, floating point, data I/O capability test function-PHP source code

The following provides three functions to test the server's integer computing capability test, floating point computing capability test, and data IO capability test. // The following provides three functions to test the server's i

SqlBulkCopy class for Big data (more than 100 million) insert Test

Tags: des style blog http color using OS IOMany days did not write a blog, just graduated one months, on the road of it is really confused ah!As mentioned in the previous blog, in the bulk data insert database can be passed to the stored Procedure Type table parameters for related operations, in this process I did not perform efficiency test. Later discovery found that large

Test big data in the SharePoint 2013 list <2>

1. Add 100 query item fields to the test list. The Code is as follows: 2. Insert the test data. Check the format of the item field. The Code is as follows: 3. Insert 10 million data records, which takes the following time (it is not recommended to list [listname]. Items. Add, which will be slow ): 4. Check the list

flume-1.6.0 High-availability test && data into Kafka

client. Clientutils$:fetchingmetadatafrombrokerid:0,host:xiaobin,port:9092with correlationNbsp;id4for1topic (s) set (mytopic) 16/05/2612:54:38infoproducer. Syncproducer:connectedtoxiaobin:9092forproducing16/05/2612:54:38info producer. Syncproducer:disconnectingfromxiaobin:909216/05/2612:54:38infoproducer. Syncproducer:disconnectingfromxiaobin:909216/05/2612:54:38infoproducer. Syncproducer:connectedtoxiaobin:9092forproducing16/05/2612:54:57info file. eventqueuebackingstorefile:startcheckpointfor

Visual Studio 2010 generates SQL Server test data

1. Create a SQL Server 2005 database projectFirst, open Visual Studio 2010, select New Project, and in the, select Build a SQL Server 2005 database project named Database12. Import dataRight-click in the database project and select "Import Data Objects and Settings" from the menu that appears, such as:This will open a Data Import wizard window, for example, will prompt the user to connect to the existing da

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