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BehaviorFeatures

howler_core::ml

Struct BehaviorFeatures 

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pub struct BehaviorFeatures {
    pub avg_speed_kmh: f64,
    pub speed_variance: f64,
    pub turning_angle_variance: f64,
    pub straightness_index: f64,
    pub territory_radius_km: f64,
    pub time_span_hours: f64,
    pub num_sightings: usize,
    pub hour_of_day_sin: f64,
    pub hour_of_day_cos: f64,
    pub day_of_year_sin: f64,
    pub day_of_year_cos: f64,
}
Expand description

Features extracted from sighting data for ML

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§avg_speed_kmh: f64

Average speed (km/h)

§speed_variance: f64

Speed variance

§turning_angle_variance: f64

Turning angle variance (radians)

§straightness_index: f64

Net displacement / total distance (straightness index)

§territory_radius_km: f64

Territory radius estimate (km)

§time_span_hours: f64

Time since first sighting (hours)

§num_sightings: usize

Number of sightings

§hour_of_day_sin: f64

Hour of day (0-23) - cyclical feature

§hour_of_day_cos: f64§day_of_year_sin: f64

Day of year (1-365) - cyclical feature

§day_of_year_cos: f64

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impl Clone for BehaviorFeatures

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fn clone(&self) -> BehaviorFeatures

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more
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impl Debug for BehaviorFeatures

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

Formats the value using the given formatter. Read more
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impl<'de> Deserialize<'de> for BehaviorFeatures

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for BehaviorFeatures

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

Serialize this value into the given Serde serializer. Read more

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