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.