Scientific Context

Welcome to the scientific section of the AstroSpectro project.

This section covers the scientific foundations behind the pipeline design. Beyond the technical aspects, it explains:

• The origin and characteristics of the spectroscopic data used,
• The methodology for processing spectra through to classification,
• How model performance is evaluated and outputs interpreted.

Who is this for?

This section is for readers who:

• are new to computational astrophysics,
• want to understand the origin and processing of LAMOST spectra,
• want to connect model outputs to their scientific meaning.

Explore topics

Related page	Relation
The data: LAMOST DR5	The LAMOST DR5 catalogue, the spectral format and how the data is structured
Methodology and overview	The experimental protocol, from preprocessing to feature extraction and classification
Results analysis	Reading pipeline outputs: confusion matrices, classification reports and other metrics