Week 2

Meeting 4

(June 23rd, 2022)

GSOC 2022 weekly update

Attendees

• Katharina Ettinger
• Anupam Ghosh
• Gaurav Mishra
• Shaheem Azmal M MD
• Kaushlendra Pratap
• Ayush Bhardwaj
• Shruti Agarwal
• Avinal Kumar
• Sushant Kumar
• Feng Wenhan
• Rohit Pandey
• Samuel Dushimimana
• Krishna Mahato
• Soham Banerjee

Discussions

• Implemented SGDClassifier on the dataset and got the accuracy of 55 percent.

  Total files scanned = 100, Successfully matched = 55

  ++++++++++++++++++ Result ++++++++++++++++++
  ++++++++++++++++++++++++++++++++++++++++++++
  ---> Total time elapsed: 6.29 Seconds  <---
  ---> Accuracy: 55.0%                     <---
  ++++++++++++++++++++++++++++++++++++++++++++
  ++++++++++++++++++++++++++++++++++++++++++++

• Also the accuracy of previously implemented LogisticRegression is increased to 63 percent.

  Total files scanned = 100, Successfully matched = 63

  ++++++++++++++++++ Result ++++++++++++++++++
  ++++++++++++++++++++++++++++++++++++++++++++
  ---> Total time elapsed: 4.19 Seconds  <---
  ---> Accuracy: 63.0%                     <---
  ++++++++++++++++++++++++++++++++++++++++++++
  ++++++++++++++++++++++++++++++++++++++++++++

• Raised one PR on Minerva to add the tested model of Logistic Regression.

Conclusion and Further Plans

• Will implement sklearn's Linear support vector machine on the dataset.
• And will raise prs for the implemented model and their agents on both Minerva and Atarashi repository in upcoming days.