Struct StreamingConfig 

pub struct StreamingConfig {
    pub n_trees: usize,
    pub sample_size: usize,
    pub window_size: usize,
    pub rebuild_interval: usize,
    pub contamination: f64,
    pub use_sliding_window: bool,
}

Configuration for streaming isolation forest.

Fields

n_trees: usize

Number of trees in the forest.

sample_size: usize

Maximum samples to use per tree.

window_size: usize

Window size for sliding window mode.

rebuild_interval: usize

How often to rebuild trees (every N samples).

contamination: f64

Expected proportion of anomalies.

use_sliding_window: bool

Whether to use sliding window (vs growing window).

Trait Implementations

impl Clone for StreamingConfig

fn clone(&self) -> StreamingConfig

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for StreamingConfig

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

Formats the value using the given formatter.

impl Default for StreamingConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for StreamingConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for StreamingConfig

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.