rule generation in a big dataset Announcing the arrival of Valued Associate #679: Cesar Manara Planned maintenance scheduled April 17/18, 2019 at 00:00UTC (8:00pm US/Eastern) 2019 Moderator Election Q&A - Questionnaire 2019 Community Moderator Election ResultsSequence pattern mining on continuous datasetWhat is the relationship between clustering and association rule mining?Association rule mining interpretationMapping xml tags by Rule Learning/Generation AlgorithmsAssociation Rule Learning for Home Electricity or Water Data?Can inferencing come from incomplete rule sets?Categorical data with order and blanks, is frequent dataset or k-modes a better option?How is FP-Tree used in FP-Growth maintained for large datasetSequence extraction in a dataset
What would be the ideal power source for a cybernetic eye?
What are the possible ways to detect skin while classifying diseases?
iPhone Wallpaper?
How do I stop a creek from eroding my steep embankment?
What are the motives behind Cersei's orders given to Bronn?
How to find all the available tools in macOS terminal?
What LEGO pieces have "real-world" functionality?
Is a manifold-with-boundary with given interior and non-empty boundary essentially unique?
Dominant seventh chord in the major scale contains diminished triad of the seventh?
How to recreate this effect in Photoshop?
What causes the vertical darker bands in my photo?
How to do this path/lattice with tikz
Can a non-EU citizen traveling with me come with me through the EU passport line?
Storing hydrofluoric acid before the invention of plastics
Proof involving the spectral radius and the Jordan canonical form
I am not a queen, who am I?
What happens to sewage if there is no river near by?
Do you forfeit tax refunds/credits if you aren't required to and don't file by April 15?
Is there a documented rationale why the House Ways and Means chairman can demand tax info?
Why does Python start at index -1 (as opposed to 0) when indexing a list from the end?
Why aren't air breathing engines used as small first stages
Do I really need recursive chmod to restrict access to a folder?
List *all* the tuples!
Is there a concise way to say "all of the X, one of each"?
rule generation in a big dataset
Announcing the arrival of Valued Associate #679: Cesar Manara
Planned maintenance scheduled April 17/18, 2019 at 00:00UTC (8:00pm US/Eastern)
2019 Moderator Election Q&A - Questionnaire
2019 Community Moderator Election ResultsSequence pattern mining on continuous datasetWhat is the relationship between clustering and association rule mining?Association rule mining interpretationMapping xml tags by Rule Learning/Generation AlgorithmsAssociation Rule Learning for Home Electricity or Water Data?Can inferencing come from incomplete rule sets?Categorical data with order and blanks, is frequent dataset or k-modes a better option?How is FP-Tree used in FP-Growth maintained for large datasetSequence extraction in a dataset
$begingroup$
Given a dataset with 30 fields and 25000 instances,
1) what are your suggestions for novel methods of rule extraction?
2) Can I use association rule mining in addition to sequential rule mining?
3) which method can be more appropriate for such a big dataset?Apriori-based like SPIRIT, SPADE, SPAM, IBM or pattern growth ones like FreeSpan, PrefixSpan, SLPMiner?
*the output field (risk) is labelled as very low, low, medium, high, very high. Also, there is a temporal field (date) for each instance. An example is given below.
$$
beginarrayc
hline
mathbfdate& mathbftemperature & mathbfdensity & mathbfrisk \ hline
2018/1/2 & 15 & 100 & textvery high\ hline
& & &\
endarray
$$
association-rules sequential-pattern-mining
asked Apr 1 at 14:56
annaanna
63
$endgroup$
add a comment |
$begingroup$
Given a dataset with 30 fields and 25000 instances,
1) what are your suggestions for novel methods of rule extraction?
2) Can I use association rule mining in addition to sequential rule mining?
3) which method can be more appropriate for such a big dataset?Apriori-based like SPIRIT, SPADE, SPAM, IBM or pattern growth ones like FreeSpan, PrefixSpan, SLPMiner?
*the output field (risk) is labelled as very low, low, medium, high, very high. Also, there is a temporal field (date) for each instance. An example is given below.
$$
beginarrayc
hline
mathbfdate& mathbftemperature & mathbfdensity & mathbfrisk \ hline
2018/1/2 & 15 & 100 & textvery high\ hline
& & &\
endarray
$$
association-rules sequential-pattern-mining
asked Apr 1 at 14:56
annaanna
63
$endgroup$
$begingroup$
Hi Anna, What do you mean by novel? There are methods to extract rules, yes. Without any given target variable you could use both methods to find correlations in the dataset.
$endgroup$
– S van Balen
Apr 1 at 22:15
$begingroup$
Hi Balen, by the novel, I meant, for example, using deep neural networks or those that can work with my large dataset.
$endgroup$
– anna
Apr 2 at 17:08
add a comment |
$begingroup$
Given a dataset with 30 fields and 25000 instances,
1) what are your suggestions for novel methods of rule extraction?
2) Can I use association rule mining in addition to sequential rule mining?
3) which method can be more appropriate for such a big dataset?Apriori-based like SPIRIT, SPADE, SPAM, IBM or pattern growth ones like FreeSpan, PrefixSpan, SLPMiner?
*the output field (risk) is labelled as very low, low, medium, high, very high. Also, there is a temporal field (date) for each instance. An example is given below.
$$
beginarrayc
hline
mathbfdate& mathbftemperature & mathbfdensity & mathbfrisk \ hline
2018/1/2 & 15 & 100 & textvery high\ hline
& & &\
endarray
$$
association-rules sequential-pattern-mining
asked Apr 1 at 14:56
annaanna
63
$endgroup$
Given a dataset with 30 fields and 25000 instances,
1) what are your suggestions for novel methods of rule extraction?
2) Can I use association rule mining in addition to sequential rule mining?
3) which method can be more appropriate for such a big dataset?Apriori-based like SPIRIT, SPADE, SPAM, IBM or pattern growth ones like FreeSpan, PrefixSpan, SLPMiner?
*the output field (risk) is labelled as very low, low, medium, high, very high. Also, there is a temporal field (date) for each instance. An example is given below.
$$
beginarrayc
hline
mathbfdate& mathbftemperature & mathbfdensity & mathbfrisk \ hline
2018/1/2 & 15 & 100 & textvery high\ hline
& & &\
endarray
$$
association-rules sequential-pattern-mining
association-rules sequential-pattern-mining
asked Apr 1 at 14:56
annaanna
63
asked Apr 1 at 14:56
annaanna
63
edited Apr 2 at 17:12
anna
asked Apr 1 at 14:56
annaanna
63
asked Apr 1 at 14:56
annaanna
63
asked Apr 1 at 14:56
annaanna
63
63
$begingroup$
Hi Anna, What do you mean by novel? There are methods to extract rules, yes. Without any given target variable you could use both methods to find correlations in the dataset.
$endgroup$
– S van Balen
Apr 1 at 22:15
$begingroup$
Hi Balen, by the novel, I meant, for example, using deep neural networks or those that can work with my large dataset.
$endgroup$
– anna
Apr 2 at 17:08
add a comment |
$begingroup$
Hi Anna, What do you mean by novel? There are methods to extract rules, yes. Without any given target variable you could use both methods to find correlations in the dataset.
$endgroup$
– S van Balen
Apr 1 at 22:15
$begingroup$
Hi Balen, by the novel, I meant, for example, using deep neural networks or those that can work with my large dataset.
$endgroup$
– anna
Apr 2 at 17:08
$begingroup$
Hi Anna, What do you mean by novel? There are methods to extract rules, yes. Without any given target variable you could use both methods to find correlations in the dataset.
$endgroup$
– S van Balen
Apr 1 at 22:15
$begingroup$
Hi Anna, What do you mean by novel? There are methods to extract rules, yes. Without any given target variable you could use both methods to find correlations in the dataset.
$endgroup$
– S van Balen
Apr 1 at 22:15
$begingroup$
Hi Balen, by the novel, I meant, for example, using deep neural networks or those that can work with my large dataset.
$endgroup$
– anna
Apr 2 at 17:08
$begingroup$
Hi Balen, by the novel, I meant, for example, using deep neural networks or those that can work with my large dataset.
$endgroup$
– anna
Apr 2 at 17:08
add a comment |
0
active
oldest
votes
Your Answer
StackExchange.ready(function()
var channelOptions =
tags: "".split(" "),
id: "557"
;
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function()
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled)
StackExchange.using("snippets", function()
createEditor();
);
else
createEditor();
);
function createEditor()
StackExchange.prepareEditor(
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: false,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: null,
bindNavPrevention: true,
postfix: "",
imageUploader:
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
,
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
);
);
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function ()
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f48360%2frule-generation-in-a-big-dataset%23new-answer', 'question_page');
);
Post as a guest
Required, but never shown
0
active
oldest
votes
0
active
oldest
votes
active
oldest
votes
active
oldest
votes
Thanks for contributing an answer to Data Science Stack Exchange!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
Use MathJax to format equations. MathJax reference.
To learn more, see our tips on writing great answers.
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function ()
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f48360%2frule-generation-in-a-big-dataset%23new-answer', 'question_page');
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
$begingroup$
Hi Anna, What do you mean by novel? There are methods to extract rules, yes. Without any given target variable you could use both methods to find correlations in the dataset.
$endgroup$
– S van Balen
Apr 1 at 22:15
$begingroup$
Hi Balen, by the novel, I meant, for example, using deep neural networks or those that can work with my large dataset.
$endgroup$
– anna
Apr 2 at 17:08