====== Unsupervised Classification ======

===== Description =====

Unsupervised classification by kmeans, Clustering for Large Applications (CLARA) and Random Forest

===== Inputs =====

^ Name            ^ Type                                      ^ Description                                                     ^
| Input Folder | [[Folder | Folder]] | Folder with predictors raster files (variables) in geoTif format |
| Number Of Classes | [[Real Value Type | Real Value Type]] | Number of classes in classification |
| kmeans | [[Boolean | Boolean]] | Project PLSR in another scenario (future or past) |
| Clara | [[Boolean | Boolean]] | Project PLSR in another scenario (future or past) |
| Random Forest | [[Boolean | Boolean]] | Project PLSR in another scenario (future or past) |
| Output kmeans | [[Boolean | Boolean]] | Output raster of k-means classification |
| Output Clara | [[Boolean | Boolean]] | Output raster of clara classification |
| Output Random Forest | [[Boolean | Boolean]] | Output raster of Random Forest classification |
| Number Of Interactions | [[Real Value Type | Real Value Type]] | Maximum number of interactions in k-means classification |
| Start Random Sets | [[Real Value Type | Real Value Type]] | Number of start random sets |
| Sample Size In Clara | [[Real Value Type | Real Value Type]] | Sample Size In Clara classification |
| Distance Metric In Clara | [[Real Value Type | Real Value Type]] | 1 - euclidean; 2 - manhattan; |
| Sample Size In Random Forest | [[Real Value Type | Real Value Type]] | Sample Size In Random Forest classification|
| Number Of Trees | [[Real Value Type | Real Value Type]] | Number of trees in Random Forest |


===== Outputs =====

^ Name ^ Type                                       ^ Description                  ^
| Output kmeans | [[string | string]] | Output raster filename of k-means classification |
| Output Clara | [[string | string]] | Output raster filename of clara classification |
| Output Random Forest | [[string | string]] | Output filename raster of Random Forest classification |

===== Group =====

[[BioDinamica | BioDinamica]]

===== Internal Name =====

BioDinamica