Class FuzzyClassifier

Fuzzy classifier class with a membership function and parameters.

Membership function can be set on initialization or with
setMembershipFunction(function). The membership function should
return a value between 0 and 1 (values outside that range will be
automatically set to either 0 or 1).

All relevant parameters used by the membership function can be set
on initialization or by setParams()

Initialize the FuzzyClassifier

First argument is a reference to the membership function
Second argument is the name of the membership function
Remaining arguments are parameter names and values

Apply the fuzzy classifier to a set of values

Return a FuzzyValue with value Function(args)

Return a FuzzyValue classified under a linear falling
membership function whose parameters are decided by the
current FuzzyClassifier's parameters

Implemented for backwards compatibility

Return a FuzzyValue classified under a linear rising
membership function whose parameters are decided by the
current FuzzyClassifier's parameters

Implemented for backwards compatibility

Return one or more of the classifier's parameters

Set all the classifier's parameters at once and
delete all parameters that might already exist

Set one or more of the classifier's parameters
without overwriting any predefined parameters.
If a parameter is already defined safesetParams
will not overwrite it.

Set the classifier's membership function

First (required) parameter is the membership function itself.

Second (optional) parameter is a name for the function, recommended,
e.g., for lambda functions; if this is not set then the function's
actual name will be used

Set one or more of the classifier's parameters
without deleting predefined parameters; but will
overwrite parameters.