Retrain
Retraining a specific model using different training datasets
Path parameters
modelIdstringRequiredExample:
Name of the model file to return
3c6e4cb4-9b74-40c8-8f4a-132c9d5e4ace.h5
Body
Responses
200
Successful operation
application/json
500
Failed to process retraining a model
post
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"
}