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Wei Yen's report writing plan

25 Jan: Experimental protocol, results for UCI 1 Feb: Methods, Caltech256 8 Feb: Software release, description of SDSS data 15 Feb: Run on SDSS, Submission deadline

Proposed structure

Chapter 2: Methods (knfst, density estimation, logistic regression) Chapter 3: Experimental protocol, results on 3 UCI datasets, visualisation of Caltech256 Chapter 4: SDSS accuracy

Some ideas for code development

Profiling

python -m cProfile -o outfile.prof myscript.py

import pstats

p = pstats.Stats('outfile.prof')

p.sort_stats('cumulative').print_stats(10)

p.sort_stats('time').print_stats(10)

p.strip_dirs().sort_stats(-1).print_stats()