onnoo / AI2019-PBL1

PBL Case Study #1 for CSE4007: Artificial Intelligence

PBL Case Study #1 for CSE4007: Artificial Intelligence

Main objective

Find the best model out of the following settings

• Classifiers: logistic regression and SVM
  • Hyperparameters:
    • C in SVM
    • lambda, ||w||_2^2, ||w||_1 in Logistic regression
• Data: 60k training images of MNIST
• Criterion:
  • Model selection: f1-score
  • Test performance: f1-score of the final model on the test images

Team Composition

Name	GitHub	Mail	Target model
정성학	jshagold	[e-mail]	Logistic Regression
안채령	asjnhy	[e-mail]	Logistic Regression
현승재	HyunSJ	[e-mail]	SVM
양재우	onnoo	[e-mail]	Logistic Regression
김유신	hd132506	[e-mail]	SVM

Reference

Course Info
Problem link
How to read MNIST files