The first part of the project is a survey

Assignment Help Basic Computer Science

Reference no: EM13500799

1. There must be a list of references (at least 5 references).

2. The first part of the project is a survey (with your own words and your own way of organizing topics) of one area you want to explore in Machine Learning (3-4 pages).

3. The second part is the development of an idea you had on that same area (4-5 pages). Here you must propose some empirical analysis or a study to validate an idea. For example:

• You could compare the accuracy, confusion matrices, and ROC curves for different learning algorithms in a particular domain of application.

• You could implement a program (in any language you want) that tries to improve a particular learning algorithms (e.g., neural network, decision tree, support vector machine, self-organizing maps, etc.).

• You could explain a specific piece of theoretical work in machine learning (e.g., VC dimension, learning bounds, learning complexity, etc.).

6. The last part of the project (1 page max.) should contain the conclusions.

Reference no: EM13500799

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