Internet advertisements

Internet Advertisements Data Set
Download: Data Folder, Data Set Description

Abstract: This dataset represents a set of possible advertisements on Internet pages.

Data Set Characteristics:

Multivariate

Number of Instances:

3279

Area:

Computer

Attribute Characteristics:

Categorical, Integer, Real

Number of Attributes:

1558

Associated Tasks:

Classification

Missing Values?

Yes

Number of Web Hits:

219290

Source:

Creator & donor:

Nicholas Kushmerick nick '@' ucd.ie>

Data Set Information:

This dataset represents a set of possible advertisements on Internet pages. The features encode the geometry of the image (if available) as well as phrases occuring in the URL, the image's URL and alt text, the anchor text, and words occuring near the anchor text. The task is to predict whether an image is an advertisement ("ad") or not ("nonad").

Attribute Information:

(3 continous; others binary; this is the "STANDARD encoding" mentioned in the [Kushmerick, 99].)

One or more of the three continous features are missing in 28% of the instances; missing values should be interpreted as "unknown".

Relevant Papers: