Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:canBe |
regularization
|
| gptkbp:degree |
order of the polynomial
|
| gptkbp:example |
cubic regression
quadratic regression |
| gptkbp:extendsTo |
linear regression
|
| gptkbp:fitBy |
gradient descent
least squares method |
| gptkbp:hasModel |
non-linear relationships
|
| https://www.w3.org/2000/01/rdf-schema#label |
polynomial regression
|
| gptkbp:input |
independent variable
|
| gptkbp:output |
dependent variable
|
| gptkbp:outputEquation |
y = b0 + b1x + b2x^2 + ... + bnx^n
|
| gptkbp:relatedTo |
ridge regression
basis function regression |
| gptkbp:requires |
feature scaling
|
| gptkbp:riskFactor |
overfitting
|
| gptkbp:usedIn |
gptkb:machine_learning
data analysis curve fitting |
| gptkbp:bfsParent |
gptkb:Machine_Learning_by_Andrew_Ng
gptkb:Regression_analysis |
| gptkbp:bfsLayer |
6
|