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Fish predictor with KNN

Project description

fishknn

Usage - bash

예측 및 데이터 저장

$ t_cmd

시각화

$ scat_plot

Result

Figure_1

Usage - python

from fishknn.what_fish_name import fish_pred

fish_pred(<length>, <weight>, <fish_class>)
# fish_class = 0 : Bream, 1 : Smelt

result

데이터가 아예 없을때

# result
학습용 데이터가 없으므로 데이터를 저장합니다. 정답 : Bream

충분한 데이터가 없을 때

fish_pred(15, 150, 0)

# result
학습용 데이터가 부족하므로 데이터를 추가합니다. 현재 데이터의  : 5

데이터가 충분하다면?

fish_pred(6.7, 9.3, 1)

# result
오답입니다. 정답은 Smelt입니다.
예측값 : Bream

Data Plot

from fishknn.what_fish_name import watch_data
watch_data()

Project details


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