데이터 유형 SAMPLE_ID SAMPLE_PATH FAN_TYPE LABEL 0 TRAIN_0000 ./train/TRAIN_0000.wav 2 0 1 TRAIN_0001 .
/train/TRAIN_0001.wav 0 0 2 TRAIN_0002 ./train/TRAIN_0002.wav 0 0 3 TRAIN_0003 .
/train/TRAIN_0003.wav 2 0 4 TRAIN_0004 ./train/TRAIN_0004.wav 2 0 LABEL은 정상(0) 데이터만 존재함 패키지 불러오기 !
pip install pandas numpy librosa scikit-learn tqdm import random import pandas as pd import numpy as np import os import librosa from sklearn.model_selection import train_test_split from sklearn.ensemble import IsolationFore...
![[이상치 탐지] IsolationForest : Single LABEL 예제](https://mblogthumb-phinf.pstatic.net/MjAyMzAxMTJfMTMg/MDAxNjczNDgzNjE3NDE3.j4jYlA7WTqx33v-Dw1HjN0HS80cs6a7jr-kdW98zl90g.DtAn8Fa7RcWE3W4RlqGs0CRPALFzyLY-myBj4QX5LRUg.PNG.dgkim1108/%B3%D7%C0%CC%B9%F6-%BA%ED%B7%CE%B1%D7-001_%281%29.png?type=w2)
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IsolationForest
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음성추출
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음성데이터
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음성
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성
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머신러닝
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단일라벨
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Single_Label
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Librosa
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이상치탐지
![[건강] 나의 헬스 일지 : 2022.10.24 ~ 2022.10.30](https://mblogthumb-phinf.pstatic.net/MjAyMjEwMzFfODkg/MDAxNjY3MjA2MTU1MzY0.e8prLJHsi1QBkk6XqSr1ZzsYdbUXPJzAu4owxwWbW2og.6v-6Tzjzgc5TPOGb9008LvV8F04h40frqS5giweKXFAg.PNG.dgkim1108/001.png?type=w2)
