Struct AprenderBugPredictor 

pub struct AprenderBugPredictor { /* private fields */ }

Trained bug prediction model using aprender RandomForest

Implementations

impl AprenderBugPredictor

pub fn train(_features: &[CodeFeatures], _labels: &[bool]) -> Result<Self>

Train a new bug prediction model (no-op without ml feature)

Errors

Always returns error without ‘ml’ feature enabled

pub fn predict(&self, _features: &CodeFeatures) -> f32

Predict probability of a bug (fallback without ml feature)

pub fn save(&self, _path: &str) -> Result<()>

Save model to file

Errors

Returns error if serialization fails

Note: Model persistence requires serde serialization support in aprender. Planned for future release with SafeTensors format.

pub fn load(_path: &str) -> Result<Self>

Load model from file

Errors

Returns error if deserialization fails

Note: Model persistence requires serde serialization support in aprender. Planned for future release with SafeTensors format.

Trait Implementations

impl Debug for AprenderBugPredictor

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.