我需要在以下代码中找到A的最小值为i的值。但这给了KeyError:411,我听不懂这个错误,有人可以帮我理解这个错误吗?
下面是我的代码:
my_dict = {}
val = data['prob']
y = data['y']
for i in val:
y_pred = []
FP = 0
FN = 0
for j in val:
if (j >= i):
y_pred.append(1)
else:
y_pred.append(0)
for k in range(len(y_pred)):
if (y[k] == 1 and y_pred[k] == 0):
FN += 1
elif (y[k] == 0 and y_pred[k] == 1):
FP += 1
A = (500 * FN)+(100 * FP)
my_dict[i] = A
min(my_dict)
错误:
KeyError Traceback (most recent call last)
<ipython-input-29-3676d59d07c2> in <module>
12 y_pred.append(0)
13 for k in range(len(y_pred)):
---> 14 if (y[k] == 1 and y_pred[k] == 0):
15 FN += 1
16 elif (y[k] == 0 and y_pred[k] == 1):
~/anaconda3/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
866 key = com.apply_if_callable(key, self)
867 try:
--> 868 result = self.index.get_value(self, key)
869
870 if not is_scalar(result):
~/anaconda3/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_value(self, series, key)
4373 try:
4374 return self._engine.get_value(s, k,
-> 4375 tz=getattr(series.dtype, 'tz', None))
4376 except KeyError as e1:
4377 if len(self) > 0 and (self.holds_integer() or self.is_boolean()):
pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_value()
pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_value()
pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()
pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.Int64HashTable.get_item()
pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.Int64HashTable.get_item()
KeyError: 411
答案 0 :(得分:1)
检查此
y is a value and not a list or dictionary.
您正在尝试访问值y [k]以获得整数k。这是不允许的,因为值不可散列。 我建议您再次在代码中进行更正。 希望对您有帮助。