nbc_main.cc File Reference

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Functions
int	main (int argc, char *argv[])
Variables
const fx_module_doc	parm_nbc_main_doc
const fx_entry_doc	parm_nbc_main_entries []
const fx_submodule_doc	parm_nbc_main_submodules []

---

Detailed Description

Author:

Parikshit Ram (pram@cc.gatech.edu)

This program test drives the Simple Naive Bayes Classifier

This classifier does parametric naive bayes classification assuming that the features are sampled from a Gaussian distribution.

PARAMETERS TO BE INPUT:

--train This is the file that contains the training data

--nbc/classes This is the number of classes present in the training data

--test This file contains the data points which the trained classifier would classify

--output This file will contain the classes to which the corresponding data points in the testing data

Definition in file nbc_main.cc.

---

Variable Documentation

const fx_module_doc parm_nbc_main_doc

Initial value:

 {
  parm_nbc_main_entries, parm_nbc_main_submodules,
  "This program test drives the Parametric Naive Bayes \n"
  "Classifier assuming that the features are sampled \n"
  "from a Gaussian distribution.\n"
}

Definition at line 79 of file nbc_main.cc.

const fx_entry_doc parm_nbc_main_entries[]

Initial value:

 {
  {"train", FX_REQUIRED, FX_STR, NULL,
   " A file containing the training set\n"},
  {"test", FX_REQUIRED, FX_STR, NULL,
   " A file containing the test set\n"},
  {"output", FX_PARAM, FX_STR, NULL,
   " The file in which the output of the test would be "
   "written (defaults to 'output.csv')\n"},
  FX_ENTRY_DOC_DONE
}

Definition at line 61 of file nbc_main.cc.

const fx_submodule_doc parm_nbc_main_submodules[]

Initial value:

 {
  {"nbc", &parm_nbc_doc,
   " Trains on a given set and number of classes and "
   "tests them on a given set\n"},
  FX_SUBMODULE_DOC_DONE
}

Definition at line 72 of file nbc_main.cc.