Page 178 - Demo

2 %uc0dd%uc131%ub41c %u2018File%u2019 %uc704%uc82f%uc744 %ub354%ube14 %ud074%ub9ad%ud574 %u2018%ubc18%ub824%uacac %ub370%uc774%ud130.csv%u2019%ub97c %ubd88%ub7ec%uc628%ub2e4. %uadf8%ub9bc%uacfc %uac19%uc774 %ub370%uc774%ud130%uc5d0 %uc5b4%ub5a4 %uc18d%uc131%uc774 %uc788%ub294%uc9c0 %ud655%uc778%ud560 %uc218 %uc788%ub2e4. Type%uc740 %ub370%uc774%ud130%uac00 %uce74%ud14c%uace0%ub9ac %ud615%ud0dc%uc778%uc9c0 %uc5f0%uc18d%ub41c %uc22b%uc790 %ud615%ud0dc%uc778%uc9c0%ub97c %ub098%ud0c0%ub0b4%uace0, Role%uc740 %ub370%uc774%ud130 %uc18d%uc131%uc774 %uc785%ub825 %ub370%uc774%ud130(feature)%uc778%uc9c0 %ub808%uc774%ube14 %ub370%uc774%ud130(target)%uc778%uc9c0%ub97c %uad6c%ubd84%ud55c%ub2e4.3 %ud488%uc885%uc744 %uc608%uce21%ud558%ub294 %ubb38%uc81c%uc774%uae30 %ub54c%ubb38%uc5d0 %ud488%uc885 %uc18d%uc131%uc758 Role%uc744 %ubcc0%uacbd%ud55c%ub2e4. %u2018feature%u2019%ub97c %ud074%ub9ad%ud574 %u2018target%u2019%uc73c%ub85c %uc218%uc815%ud55c %ud6c4 [Apply] %ubc84%ud2bc%uc744 %ub20c%ub7ec %ubcc0%uacbd%ub41c %ub0b4%uc6a9%uc744 %uc801%uc6a9%ud55c%ub2e4.2 %u2018File%u2019 %uc704%uc82f%uc5d0%uc11c %uac01%uac01%uc758 %ubaa8%ub378 %uc704%uc82f%uc73c%ub85c %ub4dc%ub798%uadf8%ud574 %uc5f0%uacb0%ud558%uba74 %uc785%ub825 %ub370%uc774%ud130(feature)%uc640 %uc815%ub2f5(target)%uc744 %uae30%ubc18%uc73c%ub85c %ud559%uc2b5%uc744 %uc218%ud589%ud55c%ub2e4.1 %uc774 %ubb38%uc81c%ub294 %uc785%ub825 %ub370%uc774%ud130(feature)%uc640 %uc815%ub2f5(target)%uc774 %uc788%ub294 %ubb38%uc81c%uc774%uace0, %uc608%uce21%ud560 %uc18d%uc131%uc774 %uce74%ud14c%uace0%ub9ac %ud615%ud0dc%uc774%uae30 %ub54c%ubb38%uc5d0 %ubd84%ub958 %ubb38%uc81c%uc5d0 %ud574%ub2f9%ud55c%ub2e4. %ubd84%ub958 %ubb38%uc81c%ub97c %ud574%uacb0%ud560 %ub54c %uc0ac%uc6a9%ud560 %ubaa8%ub378%uc778 K-NN, %uc758%uc0ac%uacb0%uc815%ud2b8%ub9ac, %ub79c%ub364 %ud3ec%ub808%uc2a4%ud2b8%ub97c %uc120%uc815%ud558%uae30 %uc704%ud574 %u2018Model%u2019 %uce74%ud14c%uace0%ub9ac%uc5d0%uc11c kNN, Random Forest%ub97c %uac01%uac01 %ub4dc%ub798%uadf8%ud574 %uadf8%ub9bc%uacfc %uac19%uc774 3%uac1c%uc758 %uc704%uc82f%uc744 %uc0dd%uc131%ud55c%ub2e4. %u2018Random Forest(1)%u2019 %uc704%uc82f%uc744 %ub354%ube14 %ud074%ub9ad%ud574 Number of trees%uc758 %uac12%uc744 %u20181%u2019%ub85c %ubcc0%uacbd%ud558%uace0 %u2018Random Forest(2)%u2019 %uc704%uc82f%uc744 %ub354%ube14 %ud074%ub9ad%ud574 Number of trees%uc758 %uac12%uc744 %u201810%u2019%uc73c%ub85c %ubcc0%uacbd%ud55c%ub2e4. | %ubaa8%ub378 %uc120%ud0dd %ubc0f %ud559%uc2b5 | %uc8fc%uc758%u2018Random Forest%u2019 %uc704%uc82f%uc5d0%uc11c %ud2b8%ub9ac%ub97c 1%uac1c%ub85c %uc120%ud0dd%ud558%uba74 %uc758%uc0ac%uacb0%uc815%ud2b8%ub9ac%uac00 %ub418%uace0, %ud2b8%ub9ac%ub97c 2%uac1c %uc774%uc0c1%uc73c%ub85c %uc120%ud0dd%ud558%uba74 %ub79c%ub364 %ud3ec%ub808%uc2a4%ud2b8%uac00 %ub41c%ub2e4. %ud2b8%ub9ac%ub97c 10%uac1c%ub85c %uc124%uc815%ud558%ub294 %uc774%uc720%ub294 %ub79c%ub364 %ud3ec%ub808%uc2a4%ud2b8 %ubaa8%ub378%uc758 %ud2b9%uc131%uacfc %uc131%ub2a5%uc744 %ub192%uc774%uae30 %uc704%ud574%uc11c%uc774%ub2e4. %uc8fc%uc758%ub79c%ub364 %ud3ec%ub808%uc2a4%ud2b8 %uc704%uc82f%uc744 %ucc98%uc74c %uc0dd%uc131%ud558%uba74 %uc704%uc82f%uc758 %uc774%ub984%uc740 Random Forest%uac00 %ub41c%ub2e4. %uc774%uacf3%uc5d0%uc11c%ub294 %ubaa8%ub378%uc758 %ud2b9%uc131%uc744 %uc798 %ub098%ud0c0%ub0b4%uae30 %uc704%ud574 [F2] %ud0a4%ub97c %ub20c%ub7ec %ubaa8%ub378 %uc774%ub984%uc744 Random Forest (1)%ub85c %ubcc0%uacbd%ud55c%ub2e4. %uc8fc%uc758%u2018Random Forest(2)%u2019 %uc704%uc82f%uc5d0%uc11c [F2] %ud0a4%ub97c %ub20c%ub7ec %uc774%ub984%uc744 %u2018Random Forest(10)%uc73c%ub85c %ubcc0%uacbd%ud558%uc5ec %u2018Random Forest%u2019 %uc704%uc82f%uc758 %ud2b8%ub9ac %uac12%uacfc %uad6c%ubcc4%ud55c%ub2e4. %u2460 %ub354%ube14 %ud074%ub9ad %u2462 %ub354%ube14 %ud074%ub9ad %u2461 %u20181%u2019%ub85c %ubcc0%uacbd%u2463 '10'%ub85c %ubcc0%uacbd 1762. %uae30%uacc4%ud559%uc2b5%uacfc %ubb38%uc81c %ud574%uacb0