1.9 Model Limits

BigML imposes a few limits on the characteristics of a model that it can handle:

• Fields: there is no enforced limit to the number of fields that can be present in a model.

• Instances: there is no enforced limit to the number of instances that can be handled.

• Classes: a maximum number of 1,000 distinct classes per field is allowed.

• Term-tokens: BigML can handle up to 1,000 tokens total. In case multiple text fields are defined, then the token limit per field is divided by the number of text fields.

• Term-full terms: BigML can handle up to 256 characters total.

• Items: a maximum of 10,000 items per field is allowed.

• Node threshold: BigML supports a value between 3 and 2,000.