boston


   The full data have 506 samples with 14 variables. The MEDV is the target variable. This version contains only the first 50 samples.


datasets

foba is a package that implements forward, backward, and foba sparse learning algorithms for ridge regression, described in the paper "Adaptive Forward-Backward Greedy Algorithm for Learning Sparse Representations".

Tong Zhang

foba

greedy variable selection

boston function

The list <code>boston</code> contains the following components:
  <dl>
    <dt>x</dt><dd>a 50 x 13 matrix, corresponding to the variables except MEDV</dd> <dt>y</dt><dd>a 50 dimensional vector, corresponding to the MEDV variable</dd> </dl> 

Format

The full data is available from the UCI Repository Of Machine Learning Databases at <a href="http://www.ics.uci.edu/~mlearn/MLRepository.html">http://www.ics.uci.edu/~mlearn/MLRepository.html</a>

boston: Partial Boston Housing data

Description

Arguments

Format

Source

References