Predict Node

P

AI/ML

Predict

Predict with Machine Learning Model

ml_predictml

Inputs4

Outputs1

Security exposure4/10

Packageml

Ratings

Scores range from 0 to 10. Higher values mean more impact, exposure, or operational weight.

SecurityAttack surface and exposure impact.

4/10Medium

PrivacyPotential sensitivity of processed data.

5/10Medium

PerformanceRuntime or resource pressure.

4/10Medium

GovernancePolicy, audit, or compliance impact.

4/10Medium

ReliabilityOperational stability considerations.

3/10High

CostExternal or compute cost impact.

4/10Medium

Input Pins

4

Input

Execution

exec_in

Execution trigger that starts prediction

Model

Struct

model

Trained ML model to use for inference

SchemaNodeMLModelNodeMLModelNodeMLModel1 fields

model_refstringrequired

Schema enforced

Data Source

String

source

Choose the input type for prediction (database rows or raw vector)

Default Database

DatabaseVector

Batch Size

Integer

batch_size

Number of records to process per batch (default: 5000, 0 = process all at once)

Default 5000

Output Pins

1

Done

Execution

exec_out

Activated once predictions are written or returned

Node Info

Internal name

ml_predict

Category

AI/ML

Version

1