usbusiness 0.2.1

NAICS code business domain classifier and domain utility kit

# usbusiness

The aim of the project ot to provide an open source business classifier using website information.

## Reasearch

Web Page Classification: Features and Algorithms (2009) https://www.cs.ucf.edu/~dcm/Teaching/COT4810-Fall%202012/Literature/WebPageClassification.pdf

Automated Text Classification in the DMOZ Hierarchy (2009) http://users.cecs.anu.edu.au/~ssanner/Papers/Lachlan_Report.pdf

Topical Web-page classification of the DMOZ Dataset (2015) https://github.com/kahliloppenheimer/Web-page-classification/blob/master/paper.pdf

## Industrys of Weakness

1. Religious

2. Oil and Gas

3. Finance

4. Large Companies

### Options

1. Remove stop words (T/F)

2. My words selection, None, google_10, google_100k

### TO DO

1. Link depth pull option

2. Data Set

3. Training / Validation

### Components

1. The data set

2. The words

3. The confidence

4. Link depth

5. The predictive model

### Ideas

1. Stemmers