gistfile1.txt

Creating Service
curl -X PUT "http://localhost:8080/services/covert" -d '{
       "mllib":"xgboost",
       "description":"regression prediction service",
       "type":"supervised",
       "parameters":{
         "input":{
           "connector":"csv"
         },
         "mllib":{
           "ntargets":1,
           "regression":true
         }
       },
       "model":{
         "repository":"/opt/deepdetect/models/covert"
       }
     }'
     
Training DD
curl -X POST "http://localhost:8080/train" -d '{
       "service":"covert",
       "async":true,
       "parameters":{
         "mllib":{
           "gpu":false,
           "iterations":100,
           "test_interval":10,
           "objective":"multi:softprob"
         },
         "input":{
           "label_offset":-1,
           "label":"val2",
           "id":"ID",
           "separator":",",
           "shuffle":true,
           "test_split":0.1
         },
         "output":{
           "measure":["acc","mcll","f1"]
         }
       },
       "data":["/opt/deepdetect/models/simplepredict.csv"]
     }'
     
simplepredict.csv:
ID,val1,val2
1,0.1,0.2
2,0.2,0.4
3,0.4,0.8
4,1.6,3.2
5,3.2,6.4
6,6.4,12.8