---
title: LogisticRegressionClassifierModel
framework: createmlcomponents
role: symbol
role_heading: Structure
path: createmlcomponents/logisticregressionclassifiermodel
---

# LogisticRegressionClassifierModel

A trained logistic regression classifier model.

## Declaration

```swift
struct LogisticRegressionClassifierModel<Scalar, Label> where Scalar : MLShapedArrayScalar, Scalar : BinaryFloatingPoint, Label : Comparable, Label : Decodable, Label : Encodable, Label : Hashable
```

## Topics

### Creating a regression model

- [init(coefficients:labels:)](createmlcomponents/logisticregressionclassifiermodel/init(coefficients:labels:).md)

### Getting the properties

- [coefficients](createmlcomponents/logisticregressionclassifiermodel/coefficients.md)
- [featureCount](createmlcomponents/logisticregressionclassifiermodel/featurecount.md)

### Performing the classification

- [applied(to:eventHandler:)](createmlcomponents/logisticregressionclassifiermodel/applied(to:eventhandler:).md)

## Relationships

### Conforms To

- [Classifier](createmlcomponents/classifier.md)
- [Sendable](swift/sendable.md)
- [SendableMetatype](swift/sendablemetatype.md)
- [Transformer](createmlcomponents/transformer.md)

## See Also

### Classifiers

- [Classifier](createmlcomponents/classifier.md)
- [LogisticRegressionClassifier](createmlcomponents/logisticregressionclassifier.md)
- [BoostedTreeClassifier](createmlcomponents/boostedtreeclassifier.md)
- [BoostedTreeConfiguration](createmlcomponents/boostedtreeconfiguration.md)
- [FullyConnectedNetworkClassifier](createmlcomponents/fullyconnectednetworkclassifier.md)
- [FullyConnectedNetworkClassifierModel](createmlcomponents/fullyconnectednetworkclassifiermodel.md)
- [FullyConnectedNetworkMultiLabelClassifier](createmlcomponents/fullyconnectednetworkmultilabelclassifier.md)
- [FullyConnectedNetworkMultiLabelClassifierModel](createmlcomponents/fullyconnectednetworkmultilabelclassifiermodel.md)
- [FullyConnectedNetworkConfiguration](createmlcomponents/fullyconnectednetworkconfiguration.md)
- [TreeClassifierModel](createmlcomponents/treeclassifiermodel.md)
- [TimeSeriesClassifier](createmlcomponents/timeseriesclassifier.md)
- [TimeSeriesClassifierConfiguration](createmlcomponents/timeseriesclassifierconfiguration.md)