Console based anomaly detection program and compare various algorithms

Cancelado Postado Oct 20, 2014 Pago na entrega
Cancelado Pago na entrega

Create any original (no plagiarism please) console based anomaly detection program (even decent one) in matlab/octave and compare various algorithms like Logistic regression, Decision trees, random forests and present your findings. If you like you can take any simple kaggle challenge.

I need this for my self study. Provide the source code and a concise report with following details.

1) Step by step of which pre-processing techniques, normalization techniques, algorithms and libraries you used and why

2) Provide Performance details and compare the algorithms used (try atleast 3 algorithms)

3) Provide the challenges you faced in this mini project and how you overcomed

4) Lessons learned from this mini project (Assume you are a beginner)

Let me know if you have any questions.

Performance metric should be the mean F1 score. Please report mean F1 score, precision and recall in your comparison of the algorithms.

Algoritmo Processamento de dados Machine Learning (ML) Matemática Matlab and Mathematica

ID do Projeto: #6619047

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5 propostas Projeto remoto Ativo em Nov 1, 2014

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