def loadResources(self):
"""Loads in the resources in resource pool. If folds are present
in the resource pool, they will be used instead of randomly
split tenfold.
"""
AbstractSelection.loadResources(self)
if self.resource_pool.has_key(data_sources.CVFOLDS):
#fs = self.resource_pool[data_sources.CVFOLDS]
#self.folds = fs.readFolds()
self.folds = self.resource_pool[data_sources.CVFOLDS]
elif self.resource_pool.has_key(data_sources.TRAIN_QIDS):
self.folds = self.resource_pool[data_sources.TRAIN_QIDS]
def loadResources(self):
"""Loads in the resources in resource pool. If folds are present
in the resource pool, they will be used instead of randomly
split tenfold.
"""
AbstractSelection.loadResources(self)
if self.resource_pool.has_key(data_sources.CVFOLDS):
#fs = self.resource_pool[data_sources.CVFOLDS]
#self.folds = fs.readFolds()
self.folds = self.resource_pool[data_sources.CVFOLDS]
elif self.resource_pool.has_key(data_sources.TRAIN_QIDS):
self.folds = self.resource_pool[data_sources.TRAIN_QIDS]
def loadResources(self):
"""Loads in the resources in resource pool. If folds are present
in the resource pool, they will be used instead of randomly
split tenfold.
"""
AbstractSelection.loadResources(self)
if not self.resource_pool.has_key(data_sources.VALIDATION_FEATURES):
raise Exception("ValidationSetSelection cannot be initialized without validation set features provided")
self.validation_X = self.resource_pool[data_sources.VALIDATION_FEATURES]
if not self.resource_pool.has_key(data_sources.VALIDATION_LABELS):
raise Exception("ValidationSetSelection cannot be initialized without validation set labels provided")
self.validation_Y = self.resource_pool[data_sources.VALIDATION_LABELS]
if self.resource_pool.has_key(data_sources.VALIDATION_QIDS):
self.validation_qids = self.resource_pool[data_sources.VALIDATION_QIDS]
else:
self.validation_qids = None
self.K = None
def __init__(self):
AbstractSelection.__init__(self)
self.folds = None
def __init__(self):
AbstractSelection.__init__(self)
self.folds = None
