Time series by using Oracle Data Mining? Is there any equivalent of ARIMA in the MDGS?

Hello

I followed the extraction of data from Oracle Press book. I applied regression models to predict continuous variables.

My use case is to predict the market price of stocks based on historical data.

I see there R packages to do. Some popular methods that are widely used are ARIMA (Autoregressive integrated mobile average).

Is there such an offer out-of-the-box in the MDGS?

Pointers / whitepapers, or do we use component regression?

Thank you

Chrystelle

Hey Lulu,

MDG does not have an implementation of time series which is precisely part of the SQL in the algorithms of db.

But AAO (Oracle Advanced Analtyics, ODM is a part of) has an implementation of time-series Oracle which may be useful for you:

See ore.esm model, documented with examples here: https://docs.oracle.com/cd/E57012_01/doc.141/e56973/procs.htm#BEIEGCDG

We also have the preparation of data for time series capabilities, listed here: https://docs.oracle.com/cd/E57012_01/doc.141/e56973/procs.htm#BEIJHHCG

May also be interested to Marcos Campos blog on time series using the current characteristics of ODM/DB: Oracle Data Mining and Analytics: time series Revisited

Hope it will be useful.

THX, mark

Tags: Business Intelligence

Similar Questions

  • Oracle Data Mining support ordinal logistic regression?

    Hello

    Oracle Data Mining support ordinal logistic regression?

    The dependent variable in my dataset is ordinal - 0,1,2,3.

    Thank you!

    Jack

    Hi Jack,

    Sorry, what ODM can't stand ordinal logistic regression.

    Assistance is provided for binary variables only target.

    Thank you, Mark

  • Hello. I recently got a new computer and transfer all my files across using Time Machine. Whenever I try to connect to any CC (including CC) program, the program stops immediately and an Apple error happens. I uninstalled and reinstalled CC

    Hello. I recently got a new computer and transfer all my files across using Time Machine. Whenever I try to connect to any CC (including CC) program, the program stops immediately and an Apple error happens. I have uninstalled and reinstalled CC twice with no result and removed all Adobe products on my computer and nothing works.

    I've seen similar discussions before... transfer does not work, you must install

    Discussions of re - install

    -http://forums.adobe.com/thread/1408331?tstart=0

    -http://forums.adobe.com/thread/1398961?tstart=0

    - and http://helpx.adobe.com/creative-cloud/help/install-apps.html

    -using the vacuum after you have uninstalled and before reinstalling will usually help

    -http://helpx.adobe.com/creative-suite/kb/cs5-cleaner-tool-installation-problems.html

  • Suggestion for Oracle data mining product team

    Team of Oracle products,

    Here's a suggestion Data mining product marketing and development.

    For a specialist in data mining or data scientist, he does well synchronize when they see the name of the product as "SQL Developer" who has the ability to data mining, unless Oracle is intentionally marketing and sale to its existing base Oracle client, which I hope not.

    Continue to have capabilities to extract data as part of the developer sql and make it as a stand-alone product. This will put Oracle in a much better position to compete with manufacturers as fast Miner, etc. and also it gels with many statisticains and scientific data.

    Bottom line, start to use "SQL" less and more 'algorithms, libraries, APIs' data mining market product to customer non-Oracle base and make them buy product so DB. It seems to me that you sell products critical to Oracle DB clients now, but you should also have a good salesforce that can sell capabilites Data Mining product to customers not Oracle DB and make them buy Oracle DB as well.


    I like SQL and is the way to go for most data extraction, but go with the wind and SQL and other non-SQL conditions to get a foot in the door of the market. Oracle has an amazing technology outside the Oracle database... just need to market it better. (I say this with 22 years of experience of the Oracle)


    I'm curious to see what other people love Oracle and use SQL Developer - Data Mining capabilities say about it. Please post your comments. THX


    D21,

    You make a very good point. This isn't a comment which went unnoticed or that we ignored.  Unfortunately, Oracle cannot make statements about the 'future '. Thank you very much for the comments. Keep it coming!

    Charlie

  • Scripts demo Oracle data mining

    Hello
    I have 10g EE installed (by default) on vista ultimate with ODM option. I created a database of the data store from the default data warehouse model. As per the documentation, data mining demo associated scripts should be installed by default under ORACLE_HOME/RDBMS/DEMO, but the single file in there is "aqxml.conf".
    I tried to install the companion of oracle who is supposed to install the demo scripts, but could not find a download link, in addition to the documentation shows how to use DBCA install companion, but none of the screenshots is my assistant DBCA.
    So, I'm stuck. Anyone know how I can download the demos?

    Thank you.

    Download page for Oracle should have compnion to download.

    All Release 2 download pages contain Oracle Client, Clusterware, gateways and standalone Application Express downloads Companion.

    For example,.

    http://www.Oracle.com/technology/software/products/database/Oracle10g/htdocs/10201linuxsoft.html

    CD companion of Oracle Database 10 g Release 2 (10.2.0.1.0) for Linux x 86
    10201_companion_linux32.zip (705,274,421 bytes) (cksum - 1240689190)
    Download the last Oracle Application Express (formerly HTML DB)

  • import schema data using oracle data pump

    Hi all

    I want to import a schema on a single server using IMPDP. But on this server, the user does not exists.is it is possible to import all the objects that break including the creation of the schema. In exp/imp, it may be possible. But in data pump I can't do the same. Its giving error that the user does not exist. For your reference, I'll give you the code below the import.

    Impdp system directory = DIR_DUMP logfile = expdp_tsadmin_tcgadmin_11182013_2_2.log

    dumpfile = expdp_tsadmin_tcgadmin_11182013_2.dmp PATTERNS = TS_ADMIN version = 10.1.0.2.0

    Pls help and thanks in advance.

    Thank you

    Piku

    Hello

    All errors are due to the fact that the tablespace that ts_data does not exist, everything else is hit because of this.

    create tablespace ts_data datafile 'xxxxxx' size xM;

    then try again

    See you soon,.

    Harry

  • Using Oracle date function

    Hi all

    I need to write a function under scenario
    I need to pass two parameters from_date and to_date
    I want to get all the dates between from_date and to_date except Saturday and also include from_date and to_date.

    Please help me.

    Thank you

    Published by: carmac on 29 January 2013 17:04

    Hello

    Carmac says:
    I want to get all the dates between from_date and to_date except Saturday and also include from_date and to_date

    You can change the Manik solution like this:

    WITH t AS
            (SELECT TO_DATE (:dt1, 'YYYYMMDD') startdt,
                    TO_DATE (:dt2, 'YYYYMMDD') enddt
               FROM DUAL)
    SELECT *
      FROM (    SELECT DECODE ( TO_CHAR (startdt + ROWNUM - 1     -- ***  CHANGED  ***
                                   , 'DY'),
                               'SAT', NULL,
                               startdt + ROWNUM - 1               -- ***  CHANGED  ***
                     )
                          dt
                  FROM t
            CONNECT BY ROWNUM <= (enddt + 1                    -- ***  CHANGED  ***
                                    - startdt))
     WHERE dt IS NOT NULL;
    
  • can I use "Oracle Database 12 c: performance management and Tuning" training for the certification "Oracle Database 11g: Performance Tuning 1Z0-054 '"»

    I took "Oracle Database 12 c: new performance management and Tuning" the oracle University training. Now I would like to get certified on "Oracle Database 11g: Performance Tuning 1Z0-054 ' exam. Is this possible?

    I guess you ask if you can use the course 12 c as long as the condition of course for the review of 11g.  Over 12 c is not listed as one of the options for the 11 g certification and course requirements are normally specific version - at least with DBA certifications.  If you are already an Oracle OCP DBA, of course, there is no requirement of course for the review of performance tuning.  From what I know the training requirements for other certifications, I do not that you will be able to use it. However, Brandye will provide a definitive answer to whether the course 12 c would be acceptable for 11g certification.

    That said, I'm with John - 12 c review is about a community of 85 to 90% in the review of the 11g and is currently about 20% of the price while it is in beta.  What is the point of trying to cross the releases?

  • I use Firefox 4.01 and there is no FIREFOX button in the upper right corner of the browser. This is supposed to be a novelty, but it isn't there?

    I've just updated to firefox 4.01. In the new features page, it shows a FIREFOX button and a new look to the page with more new features... However, my browser updated resembles the old with no new features. I've updated two computers with the same results. Why have I not new features?

    Other users can use this post for reference, click RESOLVED.

  • Time series graphics display data inappropriate for a continuous analysis

    Hi all
    I've marked in months as chronological key in my MDB layer, but I still cannot display data correctly in my chart of time series, because it shows data for analyses continuously when you create the chart. Can someone help me with the same.


    Thank you

    What type of data is your key? The chronological key is required for time series formulas (there etc.).

    The time series graph requires a date or datetime data type work - maybe a new column with the first of the month / help? Kind regards

    Robret

  • Using Oracle database for thesis software

    Hello, I want to use Oracle Database Enterprise Edition and Oracle Data Mining for my master's thesis, and maybe we can publish a book of science in the end. I already downloaded the database and work on it, but I need to know if it is OK to use the software free of charge during the preparation of my thesis. Is that what I should pay or should I inform Oracle about this? I don't know anything about using Oracle products for research projects. Any information you provide will be appreciated. Thanks, Hatice

    You must purchase a license for Oracle Personal Edition, which is the set of US $92 for a year. It includes the Advanced Analytics option, which is where your data mining.

  • Data mining - Workflow running indefinitely

    Hello
    I am a new user of minor data (sql developer 3.0.04). While following the instructions in "Using Oracle Data Miner 11 g Release 2" and runs a model or only data Explorer, I get the same result: it says that it runs, but it runs indefinitely.
    I receive pending status when I run this command (from one of the existing threads):
    Select W.status, P.user_name, P.project_name, W.workflow_name, W.workflow_id, W.last_updated_time, W.chain_name
    OF ODMRSYS. WORKFLOW ODMR$ W, ODMRSYS. ODMR$ PROJECTS P
    WHERE STATUS IN ('INACTIVE')
    AND W.project_id = P.project_id
    and when I tried a command previously recommended break-in: exec DM_START_MONITOR, I received an error message (identifier "DM_START_MONITOR" must be declared).
    Thank you for taking the time!
    Yuval

    Hi Yuval,
    I think you'd will forge a much better general (new features, bug fixes), if you download the last Dev SQL and use it.
    Just drop the existing repository and load a new SQL Dev 3.2.2
    Given that you're just starting, it is best to start with the repository version fresh you can.
    In regard to the workflow does not, which is related to the Oracle Scheduler administration settings.
    The function that you used DM_START_MONITOR is for the former product of 10.2/11.1 Data Miner, also known as Data Miner Classic.
    Here are a few Oracle Scheduler operations that should go you.
    Thank you, Mark

    Question: How can I stop the Scheduler?

    Answer:

    ALTER SYSTEM SET JOB_QUEUE_PROCESSES = 0;

    The following query confirms that the work is planned:

    Select * from DBA_SCHEDULER_JOBS;

    Then re-enable it:

    ALTER SYSTEM SET JOB_QUEUE_PROCESSES = 100;

    To see what the current setting is managed the following as sys:

    Select * from parameter $ v where name = 'job_queue_processes;

    If the value is set to 1, then only a single stream of work would be able to run at a time.

    Question: Why my workflow tasks are not running?

    Here is a link to a number of possibilities which would limit the jobs of the race:

    Answers to "why my jobs are not running?

  • SmartView and dynamic time series

    All,

    I just heard this:

    Dynamic time series is used in other applications on the reports and work as expected in the financial information. However, it does not correctly work with SmartView.


    Is this true? You cannot get DTS reports in SmartView? Version 11.1.2.1

    Have a read of http://docs.oracle.com/cd/E17236_01/epm.1112/sv_user/sel_dts.htm
    or are you saying EN reports in Smart View does not work

    See you soon

    John
    http://John-Goodwin.blogspot.com/

  • Data Mining General Questions

    Hello

    I was really intrigued with a capacity of DIAdem data mining and I was wondering if anyone has reference in which information is about how data must be save access of multiple users.

    Here's a quick example of how I see using DIAdem data mining capability.

    I work with several engineers and we are all data conditioning similar test of a variety of tests.  Usually each every engineer save its air-conditioned data wherever he chooses.  What I consider, it is that all the technical staff to save test data in a centralized location.  Save the data in a common location would allow me to use DIAdem to browse the data of similar test on the basis of test criteria.

    I guess my question is I go about it the right way.  How is it difficult to implement tiara to mine the data of multiple users, using a centralized network location?

    I thought about it.

    I just added Netwrked way, I wanted to index and it works.

    Thanks for your help.

  • SSRS for lack of outer join with the Oracle data source

    It seems to be a problem with the Oracle driver used in the Reporting SERVICES query designer.

    When you use an Oracle data source, if I create an outer join in the graphic designer, it automatically inserts '{OJ' before the join and '} ' after her.  This is an incorrect syntax for Oracle and refuses to start.  The curly braces and the JO editable in designer text, but if I go back to the graphic designer and immediately to reintegrate them.

    Only, this has started to happen a year or two ago - before that it worked, but with the old (+) syntax.

    Can it not be healed?  It makes things very difficult.

    -Geoff

    Hi Geoff,

    Thanks for posting in the Microsoft Community.

    However, the question you posted would be better suited in the Forums of the Oracle Support; We recommend that you post your query in Oracle Support Forums to get help:

    https://forums.Oracle.com/forums/main.jspa;JSESSIONID=8d92100c30d8fb401bcbd10b46c38c9ddf1a3242549a.e34SbxmSbNyKai0Lc3mPbhmSc3aNe0? CategoryID = 84

    If you have any other questions or you need Windows guru, do not hesitate to post your questions and we will be happy to help you.

Maybe you are looking for