Dacon Monthly Credit Card Fraud Detection AI Challenge

Algorithm | Tabular | Classification | Dacon Monthly | Detection | Macro f1 score

  • moneyIcon Prize : 100만 원 + ɑ
  • 2022.07.01 ~ 2022.08.05 16:59 + Google Calendar
  • 2,150 Users Completed
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Posted
공지
[Baseline] Anomaly Detection with IsolationForest (비지도학습)
[Pytorch] 매우 간단한 1D AutoEncoder 활용 (Public Score : 0.926)
voted Likes  12
Views  2,803
Comments  1
2yr ago
Private 11위, EllipticEnvelope모델, Feature Engineering 활용
voted Likes  11
Views  3,140
Comments  1
2yr ago
최종 9위(0.909885) | AutoEncoder
voted Likes  3
Views  2,243
Comments  0
2yr ago
[Private Score : 0.8163955851] Baseline Upgrade
[PRIVATE : 0.9095960953] 파생변수 + 차원축소 + Ensemble Auto Encoder
voted Likes  3
Views  2,303
Comments  0
2yr ago
EDA / Colab
voted Likes  9
Views  2,725
Comments  2
2yr ago
private 32위, AutoEncoder, 데이터시각화 분석 전처리
문제 해결 중심 Anomaly Detection[Public :0.9354 /Private :0.91367]
voted Likes  11
Views  5,030
Comments  9
2yr ago
Private 2위, MissForest, Oversampling, KNN
voted Likes  9
Views  2,212
Comments  1
2yr ago
private 27위 GANomaly, IsolationForest, EllipticEnvelope