In the case of a model with L2 regularization, the model template is as follows:
{ "MLModelId": "CH8_AH_L2_00{k}", "MLModelName": "[MDL AH L2] 00{k}", "MLModelType": "REGRESSION", "Parameters": { "sgd.shuffleType": "auto", "sgd.l1RegularizationAmount": "0.0", "sgd.l2RegularizationAmount": "1.0E-06", "sgd.maxPasses": "100" }, "TrainingDataSourceId": "CH8_AH_training_00{k}", "RecipeUri": "s3://aml.packt/data/ch8/recipe_ames_housing_001.json"}
And for a model with L1 regularization, the model template is as follows:
{ "MLModelId": "CH8_AH_L1_00{k}", "MLModelName": "[MDL AH L1] 00{k}", "MLModelType": "REGRESSION", "Parameters": { "sgd.shuffleType": "auto", "sgd.l1RegularizationAmount": "1.0E-04", "sgd.l2RegularizationAmount": ...