forestfires

A dataset of forest fire statistics.

datasets

Create, visualize, and test fast-and-frugal decision trees (FFTs) using the algorithms and methods described in Phillips, Neth, Woike & Gaissmaier (2017).
FFTs are simple and transparent decision trees for solving binary classification problems.
FFTs can be preferable to more complex algorithms because they require very little information, are easy to communicate, and are robust against overfitting.

Hansjoerg Neth

FFTrees

Generate, Visualise, and Evaluate Fast-and-Frugal Decision Trees

Nathaniel Phillips

Jan Woike

Wolfgang Gaissmaier

forestfires function

A data frame containing 517 rows and 13 columns.
<dl>
 <dt>X</dt>
<dd>Integer -x-axis spatial coordinate within the Montesinho park map: 1 to 9</dd> <dt>Y</dt>
<dd>Integer - y-axis spatial coordinate within the Montesinho park map: 2 to 9</dd> <dt>month</dt>
<dd>Factor - month of the year: "jan" to "dec"</dd> <dt>day</dt>
<dd>Factor -day of the week: "mon" to "sun"</dd> <dt>FFMC</dt>
<dd>Numeric -FFMC index from the FWI system: 18.7 to 96.20</dd> <dt>DMC</dt>
<dd>Numeric - DMC index from the FWI system: 1.1 to 291.3</dd> <dt>DC</dt>
<dd>Numeric - DC index from the FWI system: 7.9 to 860.6</dd> <dt>ISI</dt>
<dd>Numeric - ISI index from the FWI system: 0.0 to 56.10</dd> <dt>temp</dt>
<dd>Numeric - temperature in Celsius degrees: 2.2 to 33.30</dd> <dt>RH</dt>
<dd>Numeric - relative humidity in percent: 15.0 to 100</dd> <dt>wind</dt>
<dd>Numeric - wind speed in km/h: 0.40 to 9.40</dd> <dt>rain</dt>
<dd>Numeric - outside rain in mm/m2 : 0.0 to 6.4</dd> <dt>area</dt>
<dd>Numeric - the burned area of the forest (in ha): 0.00 to 1090.84</dd>
 ...</dl>

Format

Forest fires data — forestfires

A data frame containing 517 rows and 13 columns.
<dl>
 <dt>X</dt>
<dd>Integer -x-axis spatial coordinate within the Montesinho park map: 1 to 9</dd>

 <dt>Y</dt>
<dd>Integer - y-axis spatial coordinate within the Montesinho park map: 2 to 9</dd>

 <dt>month</dt>
<dd>Factor - month of the year: "jan" to "dec"</dd>

 <dt>day</dt>
<dd>Factor -day of the week: "mon" to "sun"</dd>

 <dt>FFMC</dt>
<dd>Numeric -FFMC index from the FWI system: 18.7 to 96.20</dd>

 <dt>DMC</dt>
<dd>Numeric - DMC index from the FWI system: 1.1 to 291.3</dd>

 <dt>DC</dt>
<dd>Numeric - DC index from the FWI system: 7.9 to 860.6</dd>

 <dt>ISI</dt>
<dd>Numeric - ISI index from the FWI system: 0.0 to 56.10</dd>

 <dt>temp</dt>
<dd>Numeric - temperature in Celsius degrees: 2.2 to 33.30</dd>

 <dt>RH</dt>
<dd>Numeric - relative humidity in percent: 15.0 to 100</dd>

 <dt>wind</dt>
<dd>Numeric - wind speed in km/h: 0.40 to 9.40</dd>

 <dt>rain</dt>
<dd>Numeric - outside rain in mm/m2 : 0.0 to 6.4</dd>

 <dt>area</dt>
<dd>Numeric - the burned area of the forest (in ha): 0.00 to 1090.84</dd>


 ...

</dl>

forestfires: Forest fires data

Description

Usage

Arguments

Format

See Also