A2: Classification with SVM, BP and MLR

Datasets (input)

Support Vector Machines (SVM)

Source code of SVM:

1. classification_SVM_bank.ipynb
2. classification_SVM_banknote.ipynb
3. classification_SVM_ring.ipynb

Back-Propagation (BP)

Source code of BP:

1. classification_BP_bank.ipynb
2. classification_BP_banknote.ipynb
3. classification_BP_ring.ipynb

Multiple Linear Regression (MLR)

Source code of MLR:

1. classification_MLR_bank.ipynb
2. classification_MLR_banknote.ipynb
3. classification_MLR_ring.ipynb

Output (output)

Documentation

• A2_report.pdf

Author

• Sergi Salido - SergiSalido