MLhacks

Machine Learning algorithms

• LR- Linear Regression.
• LogR - Logistic regression.
• CNN- Convolutional Neural Network for hand written digit recognization.
• scikit-learn - Classification problem.
• MNIST-Neural-Networks - Neural Network implementation in Keras for MNIST classification problem.
• CIFAR10-CNN - CNN implementation in Keras for CIFAR10 classification problem.
• AndrewNg Machine Learning Coursera - Solutions to AndrewNg course from Coursera.

Performance metrics for classification problem

• Performance metrics
  • Accuracy
  • Precision
  • Recall
  • Error rate
  • F1 score
  • FAR (False acceptance rate)
  • FRR (False rejection rate)
  • Log loss
  • ROC curve
  • Precision-Recall curve
  • DICE score.