Train Classifier (Naive Bayes) Node

T

AI/ML/Classification

Train Classifier (Naive Bayes)

Fit/Train a Gaussian Naive Bayes classifier. Native multi-class support - no need for One-vs-All.

fit_naive_bayesml

Inputs2

Outputs2

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.

4/10Medium

PerformanceRuntime or resource pressure.

2/10High

GovernancePolicy, audit, or compliance impact.

4/10Medium

ReliabilityOperational stability considerations.

3/10High

CostExternal or compute cost impact.

2/10High

Input Pins

2

Input

Execution

exec_in

Execution trigger that begins Naive Bayes training

Data Source

String

source

Choose which backend supplies the training data

Default Database

Database

Output Pins

2

Done

Execution

exec_out

Activated once training completes

Model

Struct

model

Thread-safe handle to the trained Naive Bayes classifier

SchemaNodeMLModelNodeMLModelNodeMLModel1 fields

model_refstringrequired

Schema enforced

Node Info

Internal name

fit_naive_bayes

Category

AI/ML/Classification