SOCR InteractiveROC - Revision history

Dinov at 13:16, 7 November 2014

2014-11-07T13:16:16Z

Dinov: /* See also */

2014-11-06T17:38:56Z

‎See also

Dinov: Created page with "== SOCR Project - SOCR ROC and AUC Webapp== ROC ===Description=== This proj..."

2014-11-06T17:37:30Z

Created page with "== SOCR Project - SOCR ROC and AUC Webapp== 200px|thumbnail|right| ROC ===Description=== This proj..."

New page

==[[Available_SOCR_Development_Projects | SOCR Project]] - SOCR ROC and AUC Webapp==
[[Image:SOCR_ROC_Webapp_Fig1.png|200px|thumbnail|right| ROC]]

===Description===
This project aims to develop a new SOCR interactive Receiver Operating Characteristic (ROC) Curve webapp. This HTML5 compatible tool will provide a number of functionalities including consuming user provided data to generate the ROC, compute the AUC, allow dynamic manipulation of the test threshold (binary classification) criteria, plotting the tangent false-positives vs. false-negative rates and the tangent lines at the optimal operating point (relative to the slope, -R, representing the fact that the false-negatives (FN) may be R times more expensive than false-positives (FP).

===Expected results===
* User provides a dataset, the webapp plots the ROC curve, the false-negative and false-positive rates based on a slider specifying threshold for the binary classification.
* A table import copy-paste data table for user input of data
* Several complementary and synchronized graphical plots

===Knowledge Prerequisite===
HTML5, CSS, JavaScript (JQuery and CoffeeScript experience or learning interest is a plus).

==See also==
* [https://socredu.atlassian.net/browse/SOCR-7 SOCR HTML5/JavaScript Introduction and Tutorials]
* [https://github.com/sachsmc/plotROC plotROC GitHub project]
* [[http://web.engr.oregonstate.edu/~tgd/classes/534/slides/part13.pdf See many examples here].

<hr>
*[[Available_SOCR_Development_Projects]]
*[[SOCR_ProposalSubmissionGuidelines]]

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 * [https://github.com/sachsmc/plotROC plotROC GitHub project]
 * [http://web.engr.oregonstate.edu/~tgd/classes/534/slides/part13.pdf See many examples here].
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 * [https://socredu.atlassian.net/browse/SOCR-7 SOCR HTML5/JavaScript Introduction and Tutorials]
 * [https://github.com/sachsmc/plotROC plotROC GitHub project]
-* [[http://web.engr.oregonstate.edu/~tgd/classes/534/slides/part13.pdf See many examples here].
+* [http://web.engr.oregonstate.edu/~tgd/classes/534/slides/part13.pdf See many examples here].
 <hr>