Pre-processing

(16th-February-2021)

• Transform data to NN inputs

Ø Applying a mathematical or statistical function

Ø Encoding textual data from a database

• Selection of the most relevant data and outlier removal

• Minimizing network inputs

Ø Feature extraction

Ø Principal components analysis

Ø Waveform / Image analysis

• Coding pre-processing data to network inputs