# Predict categorization with LSI


 * **URL**: `/api/v0/lsi/<lsi-id>/predict` 
 * **Method**: `POST` **URL Params**: None
 * **Data Params**: 
    - `index`: [required] document indices of the training set
    - `y`: [required] target binary class relative to index
                    

 * **Success Response**: `HTTP 200`
    
        {"id": <str>, "recall": <float>, "precision": <float> , 
         "f1": <float>,  "roc_auc": <float>, "average_precision": <float>,
         "prediction": <list[float]> ,
         "prediction_rel": <list[float]> ,
         "prediction_nrel": <list[float]> ,
         "nearest_rel_doc": <list[int]> ,
         "nearest_nrel_doc": <list[int]> }