本文整理汇总了Python中validator.Validator.get_network方法的典型用法代码示例。如果您正苦于以下问题:Python Validator.get_network方法的具体用法?Python Validator.get_network怎么用?Python Validator.get_network使用的例子?那么恭喜您, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类validator.Validator
的用法示例。
在下文中一共展示了Validator.get_network方法的1个代码示例,这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞,您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: main
# 需要导入模块: from validator import Validator [as 别名]
# 或者: from validator.Validator import get_network [as 别名]
def main():
"""
To run the UF model.
"""
# k: number of folds for cross validation.
k = 10
input_filename = sys.argv[1]
if_average = bool(int(sys.argv[2]))
nums = []
with open(input_filename, 'r') as f:
for line in f:
nums.append(line.strip().split(" "))
for city in nums[0]:
ratings_filename = "../data/reviews" + city
network_filename = "../data/network" + city + "b.csv"
# Creating an object for my model
val = Validator(ratings_filename, network_filename, k, 0.)
for llimit in map(int, nums[1]):
for ulimit in map(int, nums[2]):
uf = Using_Friends(val.get_network(),
n_ratings_lower_limit=llimit, n_ratings_upper_limit=ulimit,
if_average=if_average)
(val_results, ratios) = val.validate(uf, run_all=True)
print 'validation results: '
print city, llimit, ulimit, ratios, val_results, \
np.mean(val_results)