data_mining_library's People
data_mining_library's Issues
Refactor Naive Bayes Tester __evaluate method
- Check how to access row in specific column pandas (a "cell")
- Change evaluate method to use labeled indices for the normalized dataframe and numeric indices
Initial idea
target_column_value = test_set[self.__target_column].unique()[0]
asserts = 0
print(normalized)
for row in range(len(test_set)):
test_row = test_set.iloc(row, [self.__target_column])
normalized_index = f'Pr [ {row + 1 } | {target_column_value} ]'
normalized_row = normalized.loc(normalized_index, [self.__target_column])
print(test_row)
print()
print(normalized_row)
if test_row == normalized_row:
asserts += 1
result = asserts / len(test_set)
print(result)
results.append(result)
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