Java Deep Learning Cookbook

How to do it...

1. Create a method to generate a schema for the user input:

private static Schema generateSchema(){ Schema schema = new Schema.Builder() .addColumnString("RowNumber") .addColumnInteger("CustomerId") .addColumnString("Surname") .addColumnInteger("CreditScore") .addColumnCategorical("Geography", Arrays.asList("France","Germany","Spain")) .addColumnCategorical("Gender", Arrays.asList("Male","Female")) .addColumnsInteger("Age", "Tenure") .addColumnDouble("Balance") .addColumnsInteger("NumOfProducts","HasCrCard","IsActiveMember") .addColumnDouble("EstimatedSalary") .build(); return schema; }

2. Create a TransformProcess from the schema:

private static RecordReader applyTransform(RecordReader recordReader, Schema schema){ final TransformProcess ...