def __init__(self, algo, num_components=None, families_supervision=None):
DimensionReductionConfiguration.__init__(
self,
algo,
)
self.families_supervision = families_supervision
self.num_components = num_components
def generateParser(parser):
DimensionReductionConfiguration.generateParser(parser)
parser.add_argument('--num-components', type=int, default=None)
parser.add_argument('--families-supervision', type=bool, default=None)
def generateParamsFromArgs(args):
params = DimensionReductionConfiguration.generateParamsFromArgs(args)
params['num_components'] = args.num_components
params['families_supervision'] = args.families_supervision
return params
def toJson(self):
conf = DimensionReductionConfiguration.toJson(self)
conf['__type__'] = 'SemiSupervisedFeatureSelection.Configuration'
conf['families_supervision'] = self.families_supervision
conf['num_components'] = self.num_components
return conf
def generateSuffix(self):
suffix = DimensionReductionConfiguration.generateSuffix(self)
if self.families_supervision:
suffix += '__familiesSupervision'
return suffix
def toJson(self):
conf = DimensionReductionConfiguration.toJson(self)
conf['__type__'] = 'UnsupervisedFeatureSelection.Configuration'
return conf
def generateSuffix(self):
suffix = DimensionReductionConfiguration.generateSuffix(self)
return suffix
def __init__(self, algo):
DimensionReductionConfiguration.__init__(self, algo)
def generateParamsFromArgs(args):
params = DimensionReductionConfiguration.generateParamsFromArgs(args)
params['num_components'] = args.num_components
return params
def toJson(self):
conf = DimensionReductionConfiguration.toJson(self)
conf['__type__'] = 'UnsupervisedProjection.Configuration'
conf['num_components'] = self.num_components
return conf
def __init__(self, algo, num_components = None):
DimensionReductionConfiguration.__init__(self, algo)
self.num_components = num_components