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스파크를 이용한 분류 문제 테스트

데이터 출처

https://www.kaggle.com/ronitf/heart-disease-uci

features target prediction
(13,[0,1,3,4,7,10... 1 1.0
(13,[0,1,3,4,7,10... 1 1.0
(13,[0,3,4,7,9,10... 1 1.0
(13,[0,3,4,7,9,11... 0 0.0
(13,[0,3,4,7,10,1... 1 1.0
(13,[0,3,4,7,10,1... 1 1.0
[34.0,1.0,3.0,118... 1 1.0

only showing top 7 rows

  • Accuracy: 0.947136563876652
  • False Positive Rate : 0.06075861112074647
  • True Positive Rate : 0.947136563876652
  • F : 0.9469290507848118
  • Precision : 0.9480816109070125
  • Recall : 0.947136563876652

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