def __init__(self, data_path, model_path="./", name=""):
self.name = name
self.data_path = data_path
self.model_path = model_path
self.DesignMatrix = []
self.TestMatrix = []
self.X_train = []
self.y_train = [] # not only train but general purpose too
self.X_test = []
self.y_test = []
self.y_pred = []
self.vectorizer = None
self.feature_names = None
self.chi2 = None
self.mlModel = None
self.F = Filter()
def __init__(self):
self.path = config.basePath + config.microblog
self.SentiModel = self.load_obj("_model")
self.ch2 = self.load_obj("_feature_selector")
self.vectorizer = self.load_obj("_vectorizer")
self.filter = Filter()
