MedmixLearner (constructor)

MedmixLearner class constructor.

medmix = MedmixLearner()

medmix = MedmixLearner(medmixObj)

medmixObj

-

MedmixLearner object

medmix = MedmixLearner(components, optList)

components	-	cell array of positive class and negative class mixture components. In this example, $\{[1,3],[1]\}$, the positive class mixture has two components that use kernels 1 and 3 from the GramObject and the negative class mixture has one component and uses only kernel 1.
optList	-	list of NAME,VALUE option pairs

optList:

'C'	-	regularization parameter (default=10)
'Thresh'	-	convergence threshold (default=1e-3)
'MaxIter'	-	maximum iterations (default=50)
'NumInits'	-	number of re-inits (default=1)
'Optimizer'	-	'QUADPROG', 'MOSEK', 'SVLAB', 'SMO' (default='QUADPROG')
'Observe'	-	observe mixture state (default=[])