Prevent the pre-treatment of missing values

Is there a way to prevent the automatic preparation of missing values? I would like to see SVM handle them as part of his class in one-class-classification, but it seems to prepare all missing values with hope and fashion through the NVL operation. I think that this affects the ranking of future null values, since they can too. Or is the only way to get around this to feed the future null to the ranking algorithm with similar missing value treatment?

Second thing: someone has a list of xform with ADP examples and create your own transforms for the manual or embedded pre-treatment? Example of the Oracle scripts have none.

ODM has different interpretations for missing values. They are interpreted as missing at random when they are passed as scalar columns, and they are interpreted as lacking as sparse when passed as nested (for example, dm_nested_numericals). Intend it to match the expected semantics. If the table has a column called "AGE" that has NULL values inside, then ODM interpreter NULL values as unknown - missing at random. Some algorithms (for example, Naïve Bayes) can treat these values by ignoring them. Others need a different type of treatment. SVM will replace with average/mode, just as you mentioned. This behavior is correct if values are in fact unknown. This behavior runs even with ADP is not enabled because it is necessary for a correct interpretation of the data. If it has not been performed, SVM would naturally then treat these missing values as a coding for zero. Although this might be correct in some cases, the most common cases (as in the case of 'ÂGE' above) would lead to an erroneous interpretation. If the encoding with zero is the correct interpretation, the user must replace NULL with 0 (for example, using embedded data preparation) or move the column to a nested representation.
When the model is marked, this same missing value is always processed (as it is not bound to ADP - this is a correct interpretation of the data). You don't need to do it manually - it is managed as part of the rating model.
Let me know if that answers your concerns.

For the second question, here's an example that combines treatment and ADP shipped. You can add the value of "NOPREP" for the argument optional fifth to set_transform to disable the ADP for this particular column during the incorporation of data preparation (in the case below, the embedded data prep is done, then the resulting value ADP).
create table svm_set)
setting_name varchar2 (30),
setting_value varchar2 (30));
Start
insert into svm_set values ('PREP_AUTO', 'ON');
Insert values (svm_set)
(dbms_data_mining.algo_name, dbms_data_mining.algo_support_vector_machines);
end;
/
commit;
declare
v_xlst dbms_data_mining_transform. LISTE_FICHIERS_TRANSFORMATION;
Start
dbms_data_mining_transform.set_transform (v_xlst,
"YRS_RESIDENCE", NULL, 10 * YRS_RESIDENCE', ' (YRS_RESIDENCE/10 ');
() dbms_data_mining.create_model
Model_name-online "svm_adp_edp."
mining_function-online dbms_data_mining.classification,
data_table_name-online "mining_data_build_v."
case_id_column_name-online "cust_id",.
target_column_name-online "affinity_card."
settings_table_name-online "svm_set."
xform_list-online v_xlst);
end;
/

ARI

Tags: Business Intelligence

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    C:\Program NIUninstaller Instruments\TestStand 3.5\Components\User\Icons

    C:\Program NIUninstaller Instruments\TestStand 3.5\Components\User\Language\English

    C:\Program NIUninstaller Instruments\TestStand 3.5\Components\User\StepTypes\Uir

    C:\Program NIUninstaller Instruments\TestStand 3.5\Components\User\TypePalettes

    However, when the installation program is running (Administrator) some files never reach their destinations.  For example the ICO files do not appear in

    C:\Program NIUninstaller Instruments\TestStand 3.5\Components\User\Icons and language INI files are not in the

    Folder C:\Program NIUninstaller Instruments\TestStand 3.5\Components\User\Language\English.  It is on a PC Windows XP Pro SP2.

    Although custom steps work correctly a TestStand test Executive, when the sequence files that use are open in TestStand their icons are missing and made a right click put errors in the menu: "Resource File Missing", (or similar).

    Is this a permissions problem?  I know that in Vista and Win7 that the "Program Files" folder is locked close enough wise access, even if the account is administrator.  I don't think that it was a problem under Win XP!

    Any thoughts?

    Your .ico and .ini files are installed in the StepTypes directory. For example, C:\Program NIUninstaller Instruments\TestStand 3.5\Components\User\StepTypes\Language\English\CS_OpDisplay.ini. I would check your installation tree structure in the files tab when editing your distribution. My guess is that the problem lies there.

    Let me know if you still have problems.

    A. Mert

    National Instruments

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