/ml-hw2

Machine Learning: MLP using sklearn

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

Machine Learning: MLP using sklearn

more detailed information in ITALIAN: REPORT.MD

Comparing different Multi Layer Perceptron architecture.

Utilized libs

  • pandas: load and manipulation of DataSet
  • sklearn: algo, stats and splitting of TrainingSet
  • matplotlib: graph plotting

Script usage

main.py [wine|breast-cancer|letters|poker][test_size < 1 | k-fold > 1][-v]
  • dataset: [wine|breast-cancer|letters|poker] - select DataSet. Default is wine
  • test_size: [0,1] - TestSet dimension
  • k-fold: {0, 1, 2, 3, 4, 5...} - K fold iteration
  • -v: enable verbose mode

DataSets

The DataSet taken from archive.ics.uci.edu are: