Class_ForestTrain

<p>Class ForestTrain is the main class to contain models for binary classification forest/non-forest.
It includes the following elements:</p>

Implements two out-of box classifiers presented in <doi:10.1002/env.2848> for
distinguishing forest and non-forest terrain images. Under these algorithms, there are
frequentist approaches: one parametric, using stable distributions, and another one-
non-parametric, using the squared Mahalanobis distance. The package also contains functions for
data handling and building of new classifiers as well as some test data set.

Dmitry Otryakhin

deforestable

Classify RGB Images into Forest or Non-Forest

Jesper Muren

Class_ForestTrain function


<table class="table">
<tr><td>Element</td><td>Description</td></tr>
<tr><td>call</td><td>the function call with which it was created</td></tr>
<tr><td>tp</td><td>the number of true positives obtained during training</td></tr>
<tr><td>fp</td><td>the number of false positives obtained during training</td></tr>
<tr><td>tn</td><td>the number of true negatives obtained during training</td></tr>
<tr><td>fn</td><td>the number of false negatives obtained during training</td></tr>
</table><p></p><p></p>

Slots

S3 class ForestTrain — Class_ForestTrain


<table class='table'>
<tr><td>Element</td><td>Description</td></tr>
<tr><td>call</td><td>the function call with which it was created</td></tr>
<tr><td>tp</td><td>the number of true positives obtained during training</td></tr>
<tr><td>fp</td><td>the number of false positives obtained during training</td></tr>
<tr><td>tn</td><td>the number of true negatives obtained during training</td></tr>
<tr><td>fn</td><td>the number of false negatives obtained during training</td></tr>
</table>



Class_ForestTrain: S3 class ForestTrain

Description

Arguments

Slots

Details

Element	Description
call	the function call with which it was created
tp	the number of true positives obtained during training
fp	the number of false positives obtained during training
tn	the number of true negatives obtained during training
fn	the number of false negatives obtained during training