KNeighborsClassifier class

An implementation of sklearn.neighbors.KNeighborsClassifier

https://scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsClassifier.html

Inheritance

• Object
• Classifier
• KNeighborsClassifier

Constructors

KNeighborsClassifier(List<List> fitX, List<int> fitY, int nNeighbors, int p, List<int> classes)

To manually instantiate the KNeighborsClassifier. The parameters are lifted directly from scikit-learn. See the attributes here: https://scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsClassifier.html

KNeighborsClassifier.fromMap(Map<String, dynamic> params)

factory

Properties

classes ↔ List<int>

getter/setter pair

fitX ↔ List<List>

getter/setter pair

fitY ↔ List<int>

getter/setter pair

hashCode → int

The hash code for this object.

no setter, inherited

nNeighbors ↔ int

getter/setter pair

p ↔ int

getter/setter pair

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

Methods

cmp(List temp, List cand, int q) → double

fromURL(String url) → dynamic

Override in all classes extending Classifier. Load a model from a URL using an HTTP request @TODO

inherited

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

predict(List<double> X) → int

Implementation of sklearn.neghbors.KNeighborsClassifier.predict.

override

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited