def __init__(self,
algorithm=None,
min_freq=None,
all_possible_states=None,
all_possible_transitions=None,
c1=None,
c2=None,
max_iterations=None,
num_memories=None,
epsilon=None,
period=None,
delta=None,
linesearch=None,
max_linesearch=None,
calibration_eta=None,
calibration_rate=None,
calibration_samples=None,
calibration_candidates=None,
calibration_max_trials=None,
pa_type=None,
c=None,
error_sensitive=None,
averaging=None,
variance=None,
gamma=None,
verbose=False,
model_filename=None,
keep_tempfiles=False,
trainer_cls=None):
self.algorithm = algorithm
self.min_freq = min_freq
self.all_possible_states = all_possible_states
self.all_possible_transitions = all_possible_transitions
self.c1 = c1
self.c2 = c2
self.max_iterations = max_iterations
self.num_memories = num_memories
self.epsilon = epsilon
self.period = period
self.delta = delta
self.linesearch = linesearch
self.max_linesearch = max_linesearch
self.calibration_eta = calibration_eta
self.calibration_rate = calibration_rate
self.calibration_samples = calibration_samples
self.calibration_candidates = calibration_candidates
self.calibration_max_trials = calibration_max_trials
self.pa_type = pa_type
self.c = c
self.error_sensitive = error_sensitive
self.averaging = averaging
self.variance = variance
self.gamma = gamma
self.modelfile = FileResource(filename=model_filename,
keep_tempfiles=keep_tempfiles,
suffix=".crfsuite",
prefix="model")
self.verbose = verbose
self.trainer_cls = trainer_cls
self.training_log_ = None
self.model_filename = model_filename
self.keep_tempfiles = keep_tempfiles
self._tagger = None
self._info_cached = None
