Retrain

Retraining a specific model using different training datasets

post

https://virtserver.swaggerhub.com/strongcourage/MAIP/v1http://localhost:31057/api/

/retrain/{modelId}

Retraining a specific model using different training datasets

Path parameters

modelIdstringRequired

Name of the model file to return

Example: 3c6e4cb4-9b74-40c8-8f4a-132c9d5e4ace.h5

Body

application/json

Responses

200

Successful operation

application/json

500

Failed to process retraining a model

post

/retrain/{modelId}

HTTPcURLJavaScriptPython

POST /strongcourage/MAIP/v1/retrain/{modelId} HTTP/1.1
Host: virtserver.swaggerhub.com
Content-Type: application/json
Accept: */*
Content-Length: 94

{
  "retrainConfig1": {
    "trainingDataset": "Train_samples.csv",
    "testingDataset": "Test_samples.csv"
  }
}

{
  "isRunning": true,
  "config": {
    "retrainConfig": {
      "modelId": "e0a0588e-96c4-4fdf-9237-a8e94a6f5ffe.h5",
      "trainingDataset": "/tmp/Botnet_Train.csv",
      "testingDataset": "/tmp/Botnet_Test.csv",
      "training_parameters": {
        "nb_epoch_cnn": 2,
        "nb_epoch_sae": 5,
        "batch_size_cnn": 32,
        "batch_size_sae": 16
      }
    }
  },
  "lastRetrainId": "fadfafewfwefwe",
  "lastRetrainAt": "123243534534"
}