MultipleLinearRegression
Extends:
* → MultipleLinearRegression
Mulitple Linear Regression with Tensorflow
Constructor Summary
Public Constructor | ||
public |
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Member Summary
Public Members | ||
public |
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Method Summary
Public Methods | ||
public |
calculate(matrix: *): Promise predicts new dependent variables |
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public |
async train(x_matrix: *, y_matrix: *): Object asynchronously trains tensorflow model |
Public Constructors
public constructor() source
Public Members
public model source
Public Methods
public calculate(matrix: *): Promise source
predicts new dependent variables
Params:
Name | Type | Attribute | Description |
matrix | * | new test independent variables |
Return:
Promise | returns tensorflow prediction |
public async train(x_matrix: *, y_matrix: *): Object source
asynchronously trains tensorflow model
Params:
Name | Type | Attribute | Description |
x_matrix | * | independent variables |
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y_matrix | * | dependent variables |
Return:
Object | returns trained tensorflow model |