ericka-howard / masters-project-lcz-classification

A project assessing suitability of random forests for Local Climate Zone classification in Hong Kong.
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Tasks and Links #1

Closed ericka-howard closed 3 years ago

ericka-howard commented 3 years ago

(Migrated from @cwickham Issue #1 for https://github.com/erickabsmith/ms-project-getting-started)

Lay out schedule

Weekly milestones - thinking about oral exam week 10 or finals week.

Vision statement

Write a short vision for what you'll set out to do in project - might live in README for project repo.

Set up project repo

If Private you'll add me as collaborator

Finding resources for random forests

Breiman 2001 This is the paper where random forests are introduced, maybe not the best reference to learn about.

The R package randomForest implements the methods in this paper.

Check out parsnip. Look into which random forest packages, parsnip supports. See if there is any support for CNN too.

Diving into Data

What does competition data look like? How does that compare to the pre-processing steps they outline?

Next Meeting

Meet next Weds 1pm (@erickabsmith send invite) with first three complete. Invite Charlotte, to repo before then.