Meeting 32

Title: K-means testing

Date: 15/04/2020

Time: 6 pm     

Location: Zoom Conference Call

Attendees: Sofian Ghazali, Rahul Balamurugan, Zahid Kamil

Absences: None

 

Action Items: Creating anomalous data for K-means, getting accuracy estimate

Meeting Agenda:

1. Create anomalous data

2. Run full K-means module

3. Test and get false-negative and false-positive scores

Discussion and Notes:

The meeting was started off by Rahul and Sofian rehashing the procedure for k-means detection. Zahid mentioned he made an anomalous data set, which was very welcome. After a brief explanation on the creation of the data set, Sofian immediately used it while screen-sharing so that we could help him in the testing. After debugging the code, the module passed the false-positive check, which was conducted by splitting the training and testing sets and using the randomly selected testing set to check if the anomaly detector read any of them as anomalies. For the false-negative or accuracy check, we used Zahid's created data set and found out the estimate of the accuracy. 

Meeting Adjournment: 8:00 pm

Meeting Minutes prepared by: Rahul Balamurugan