1 / 5

Project 2 Algorithm

General Overview of Algorithm: Iterative Process (20x): q=(I-PUU)/PUL q=q*Y Iterative Process (70x): Grab highest value unlabeled data for each labeled category. Remove from unlabeled data (PUL) and put in labeled data (Y). Touch up of True_LL data. Project 2 Algorithm.

mira-travis
Download Presentation

Project 2 Algorithm

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. General Overview of Algorithm: Iterative Process (20x): q=(I-PUU)/PUL q=q*Y Iterative Process (70x): Grab highest value unlabeled data for each labeled category. Remove from unlabeled data (PUL) and put in labeled data (Y). Touch up of True_LL data. Project 2 Algorithm

  2. Setup Step Y=zeros(1330,70);c=zeros(70,1); %temporary variable used later d=zeros(70,1); %number of new data for each category...for(q1=1:70) Y(q1,q1)=1;end..q=(I-PUU)/PULq=q*Y

  3. Grab Highest Value in Category For all 70 categories: max=0 Run through all available unlabeled data and find highest using max. Use 70 long hash vector for appropriate value and increase d(i), where i is the category number

  4. Remove from Unlabeled, Add to Labeled Basically remove the appropriate column for PUL, and add the value to the returned z value, which is based on True_LL.

  5. Touchup for i=1:1330 if(z(i)==0&&i>1) z(i)=z(i-1); endend

More Related