OBLA

OBLA()

OBLA model for lactate threshold prediction. This model uses a 3rd degree polynomial to fit the lactate data.

Atributes:

model (object):
    Model object.
plot (object):
    Plot object.

Methods:

Name	Description
fit	Fit the model to the training data.
predict	Predicts intensity at a given lactate value.

fit

fit(X: ArrayLike, y: ArrayLike, method='4th_poly', _mask=None)

Fit the model to the training data.

Parameters:

Name	Type	Description	Default
X	array - like	Intensity data.	required
y	array - like	lactate values.	required
method	str	Method to use for fitting the model. Options are: "3th_poly": 3rd degree polynomial "4th_poly": 4th degree polynomial "spline": Cubic Spline	'4th_poly'

Returns:

Name	Type	Description
self	object	Fitted model.

predict

predict(lactate_value: float) -> float

Predicts intensity at a given lactate value.

Parameters:

Name	Type	Description	Default
lactate_value	float	Lactate value to predict intensity for.	required

Returns:

Name	Type	Description
float	float	Predicted intensity.