<table>
<caption>(\#tab:lrns)Sample of available learners for binomial tasks in the mlr package.</caption>
 <thead>
  <tr>
   <th style="text-align:left;"> Class </th>
   <th style="text-align:left;"> Name </th>
   <th style="text-align:left;"> Short name </th>
   <th style="text-align:left;"> Package </th>
  </tr>
 </thead>
<tbody>
  <tr>
   <td style="text-align:left;"> classif.binomial </td>
   <td style="text-align:left;"> Binomial Regression </td>
   <td style="text-align:left;"> binomial </td>
   <td style="text-align:left;"> stats </td>
  </tr>
  <tr>
   <td style="text-align:left;"> classif.cforest </td>
   <td style="text-align:left;"> Random forest based on conditional inference trees </td>
   <td style="text-align:left;"> cforest </td>
   <td style="text-align:left;"> party </td>
  </tr>
  <tr>
   <td style="text-align:left;"> classif.ctree </td>
   <td style="text-align:left;"> Conditional Inference Trees </td>
   <td style="text-align:left;"> ctree </td>
   <td style="text-align:left;"> party </td>
  </tr>
  <tr>
   <td style="text-align:left;"> classif.cvglmnet </td>
   <td style="text-align:left;"> GLM with Lasso or Elasticnet Regularization (Cross Validated Lambda) </td>
   <td style="text-align:left;"> cvglmnet </td>
   <td style="text-align:left;"> glmnet </td>
  </tr>
  <tr>
   <td style="text-align:left;"> classif.earth </td>
   <td style="text-align:left;"> Flexible Discriminant Analysis </td>
   <td style="text-align:left;"> fda </td>
   <td style="text-align:left;"> earth,stats </td>
  </tr>
  <tr>
   <td style="text-align:left;"> classif.featureless </td>
   <td style="text-align:left;"> Featureless classifier </td>
   <td style="text-align:left;"> featureless </td>
   <td style="text-align:left;"> mlr </td>
  </tr>
</tbody>
</table>