Models
Finetune a Model
Description
The adjust()
fuction lets us finetune the model with specific data.
Syntax
Here is how you can finetune, or adjust, a model:
// Getting a model
const homeRentalPriceModel = await MindsDB.Models.getModel('home_rentals_model', 'mindsdb');
console.log('got a model');
// Defining data used to finetune a model
const adjustSelect = 'SELECT * FROM demo_data.home_rentals WHERE days_on_market >= 10';
//const params = { 'key' : 'value' }
try {
// Finetuning/adjusting a model with the specified dataset
await homeRentalPriceModel.adjust({
integration: 'example_db',
select: adjustSelect
//using: params
});
console.log('finetuned a model');
} catch (error) {
// Something went wrong adjusting
console.log(error);
}
You can find full adjust options here.
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