package sklearn

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sklearn
- Sklearn

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Class type

type tag = [

| `BaseEnsemble

]

type t =
  [ `BaseEnsemble | `BaseEstimator | `MetaEstimatorMixin | `Object ] Obj.t

val of_pyobject : Py.Object.t -> t

val to_pyobject : [> tag ] Obj.t -> Py.Object.t

val as_estimator : t -> [ `BaseEstimator ] Obj.t

val as_meta_estimator : t -> [ `MetaEstimatorMixin ] Obj.t

val get_item : index:Py.Object.t -> [> tag ] Obj.t -> Py.Object.t

Return the index'th estimator in the ensemble.

val iter : [> tag ] Obj.t -> Dict.t Seq.t

Return iterator over estimators in the ensemble.

val get_params : ?deep:bool -> [> tag ] Obj.t -> Dict.t

Get parameters for this estimator.

Parameters ---------- deep : bool, default=True If True, will return the parameters for this estimator and contained subobjects that are estimators.

Returns ------- params : mapping of string to any Parameter names mapped to their values.

val set_params : ?params:(string * Py.Object.t) list -> [> tag ] Obj.t -> t

Set the parameters of this estimator.

The method works on simple estimators as well as on nested objects (such as pipelines). The latter have parameters of the form ``<component>__<parameter>`` so that it's possible to update each component of a nested object.

Parameters ---------- **params : dict Estimator parameters.

Returns ------- self : object Estimator instance.

val base_estimator_ : t -> [ `BaseEstimator | `Object ] Np.Obj.t

Attribute base_estimator_: get value or raise Not_found if None.

val base_estimator_opt : t -> [ `BaseEstimator | `Object ] Np.Obj.t option

Attribute base_estimator_: get value as an option.

val estimators_ : t -> [ `BaseEstimator | `Object ] Np.Obj.t list

Attribute estimators_: get value or raise Not_found if None.

val estimators_opt : t -> [ `BaseEstimator | `Object ] Np.Obj.t list option

Attribute estimators_: get value as an option.

val to_string : t -> string

Print the object to a human-readable representation.

val show : t -> string

Print the object to a human-readable representation.

val pp : Format.formatter -> t -> unit

Pretty-print the object to a formatter.