Data

Data generated according to decision tree for simulation purposes

datasets

Decision tree algorithm with a major feature added. Allows for users to define an ordering on the partitioning process.
Resulting in Branch-Exclusive Splits Trees (BEST). Cedric Beaulac and Jeffrey S. Rosentahl (2019) <arXiv:1804.10168>.

Beaulac Cedric

BESTree

Branch-Exclusive Splits Trees

Data function

A data frame with 10000 rows and 5 variables:<dl class="dl-horizontal">
 <dt>X_1</dt><dd>Binary predictor</dd>
 <dt>X_2</dt><dd>Binary predictor</dd>
 <dt>X_3</dt><dd>Continuous predictor between 0 and 1</dd>
 <dt>X_4</dt><dd>Continuous predictor between 0 and 1</dd>
 <dt>Y</dt><dd>The response variable</dd>
 ...
</dl>

Format

Data generated according to decision tree for simulation purposes — Data

A data frame with 10000 rows and 5 variables:<dl class='dl-horizontal'>
 <dt>X_1</dt><dd>Binary predictor</dd>
 <dt>X_2</dt><dd>Binary predictor</dd>
 <dt>X_3</dt><dd>Continuous predictor between 0 and 1</dd>
 <dt>X_4</dt><dd>Continuous predictor between 0 and 1</dd>
 <dt>Y</dt><dd>The response variable</dd>
 ...
</dl>

Data: Data generated according to decision tree for simulation purposes

Description

Usage

Arguments

Format