Data-Mining-Machine-Learning

Resample, parameter tuning, meta-learning, clustering, and mining algorithms for the purpose of data mining and machine learning.

neural Network

Build and train a neural network to recognize letters of the alphabet (A-H) and numbers (0-9) based upon their design using a seven segment display where each segment of the display is one input into the neural network.

7 segment display

pattern7segment.pat

Neural network designed to solve the recognition problem

alt text

Decision Tree

Produce a decision tree for training wine type

Result

alt text

Parameter Tuning

The law of large numbers and the central limit theorem

Unbalanced data