/CSCI5525_hw1

Primary LanguagePython

CSCI5525_hw1

Packages used

  • os, sys, time, math
  • argparse
  • numpy
  • matplotlib.pyplot
  • scipy.sparse.linalg

Datasets

  • boston.csv: 506 x 13, 2 classes (After modification of target)
  • digits.csv: 1797 x 64, 10 classses

Run the command for problem 3:

python3 LDA1dProjection.py
	-f [/PATH/TO/FILE]
	-n [NUMBER OF SPLIT]

python3 LDA2dGaussGM.py
	-f [/PATH/TO/FILE]
	-n [NUMBER OF SPLIT]

Run the command for problem 4:

python3 logisticRegression.py
	-f [/PATH/TO/FILE]
	-n [NUMBER OF SPLIT]
	-t [TRAINING PERCENT] (eg. 10 25 50 75 100)
  
python3 naiveBayesGauss.py
	-f [/PATH/TO/FILE]
	-n [NUMBER OF SPLIT]
	-t [TRAINING PERCENT] (eg. 10 25 50 75 100)

The logisticRegression.py and naiveBayesGauss.py save the test error results to csv files of the same directory.

Run

python3 plot.py

to generate graph.