DecisionTreeClassifier class

An implementation of sklearn.tree.DecisionTreeClassifier.

https://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html

Inheritance

Constructors

DecisionTreeClassifier(List<int> childrenLeft, List<int> childrenRight, List<double> threshold, List<int> features, List<List> values, List<int> classes)
To manually instantiate the DecisionTreeClassifier. The parameters are lifted directly from scikit-learn. See the attributes here: https://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html
DecisionTreeClassifier.fromMap(Map params)
factory

Properties

childrenLeft ↔ List<int>
getter/setter pair
childrenRight ↔ List<int>
getter/setter pair
classes ↔ List<int>
getter/setter pair
features ↔ List<int>
getter/setter pair
hashCode → int
The hash code for this object.
no setterinherited
runtimeType → Type
A representation of the runtime type of the object.
no setterinherited
threshold ↔ List<double>
getter/setter pair
values ↔ List<List>
getter/setter pair

Methods

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.tree.DecisionTreeClassifier.predict.
override
toString() → String
A string representation of this object.
inherited

Operators

operator ==(Object other) → bool
The equality operator.
inherited