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Nonlinear Regression

Component Index > LunchBox > Machine Learning > Nonlinear Regression

Solver for nonlinear regression problems using Sequential Minimal Optimization.

Inputs

NameIDDescriptionType
Test DataTestTree of data to test against training data.Number
Training InputsInputsTree list of training inputs.Number
Training OutputOutputThe list of training outputs.Number
SigmaSigmaSigma of prediction curveInteger
ComplexityComplexComplexity of the predictionNumber
Random SeedSeedSeed for number generator.Integer

Outputs

NameIDDescriptionType
ResultResultResultant predictionGoo
ScoreScoreThe predicted scoresGoo
ErrorErrorError between the expected and predictedGoo

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