SYMBOL INDEX (33 symbols across 10 files)

FILE: classifier/LogisticRegression.py
  class LogisticRegression (line 10) | class LogisticRegression(sklearn.base.BaseEstimator):
    method __init__ (line 11) | def __init__(self, alpha=0.1, max_iter=100):  # 0.02 200 0.9927425
    method _sigmoid (line 16) | def _sigmoid(self, x):
    method fit (line 19) | def fit(self, X, y):
    method predict (line 34) | def predict(self, X):

FILE: classifier/NaiveBayesian.py
  class NaiveBayesian (line 14) | class NaiveBayesian(sklearn.base.BaseEstimator):
    method __init__ (line 15) | def __init__(self, alpha=1.0):
    method fit (line 21) | def fit(self, X, y):
    method predict (line 41) | def predict(self, X):

FILE: classifier/Perceptron.py
  class Perceptron (line 10) | class Perceptron(sklearn.base.BaseEstimator):
    method __init__ (line 11) | def __init__(self, alpha=0.1, max_iter=100):
    method fit (line 17) | def fit(self, X, y):
    method predict (line 32) | def predict(self, X):

FILE: judgeSpamMessage.py
  function token (line 15) | def token(x):

FILE: model_manage.py
  class BowTransform (line 7) | class BowTransform(object):
    method save_vsm (line 11) | def save_vsm(model, filename=None):
    method load_vsm (line 15) | def load_vsm(filename=None):
  class TrainData (line 19) | class TrainData(object):
    method save (line 23) | def save(model, filename=None):
    method load (line 27) | def load(filename=None):

FILE: test.py
  function read_train_data (line 20) | def read_train_data():
  function _test (line 29) | def _test(classifier, test_data, test_target):
  function test_one (line 40) | def test_one(cls, use_save_data=True, train_cls=False, save_cls_path=None):
  function cross_validation (line 73) | def cross_validation():
  function test_parameter (line 94) | def test_parameter():

FILE: test_jieba.py
  function test_not_tag_data (line 11) | def test_not_tag_data():
  function f (line 20) | def f(x):

FILE: test_judge.py
  function test_data (line 18) | def test_data():
  function f (line 35) | def f(x):

FILE: test_judge2.py
  function test_not_tag_data (line 17) | def test_not_tag_data():
  function f (line 26) | def f(x):

FILE: token_and_save_to_file.py
  function read_train_data (line 14) | def read_train_data():
  function save_tokenlization_result (line 26) | def save_tokenlization_result(data, target, file_path='./data/tags_token...