MeanSquaredError
class MeanSquaredError<T> @JvmOverloads constructor(incarnation: Incarnation<T, *>, localCorrectValueMolecule: String, localCorrectValueProperty: String = "", statistics: String, localValueMolecule: String, localValueProperty: String = "", val precision: Int? = null) : AbstractDoubleExporter(source)
Exports the Mean Squared Error for the concentration of some molecule, given another molecule that carries the correct result. The correct value is extracted from every node, then the provided {@link UnivariateStatistic} is applied to get a single, global correct value. Then, the actual value is extracted from every node, its value is compared (subtracted) to the computed correct value, it gets squared, and then logged.
Parameters
Constructors
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constructor(incarnation: Incarnation<T, *>, localCorrectValueMolecule: String, statistics: String, localValueMolecule: String, precision: Int)
Functions
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open override fun <T> extractData(environment: Environment<T, *>, reaction: Actionable<T>?, time: Time, step: Long): Map<String, Double>
Extracts properties from an environment. The returned map must either:
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override fun <T> extractDataAsText(environment: Environment<T, *>, reaction: Actionable<T>?, time: Time, step: Long): Map<String, String>
Same as extractData, but specifically meant for textual outputs. Captures E to String conversions. The default implementation just runs a toString() conversion ver extractData's return value's values.