\uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uae30\uc220\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144\uac04 \ub525 \ub7ec\ub2dd\uc774 NLP \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc744 \uc774\ub904\ub0b8 \uac00\uc6b4\ub370, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding)\uc774\ub77c\ub294 \uae30\ubc95\uc774 \uc774 \uacfc\uc815\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uc6d0-\ud56b \uc778\ucf54\ub529\uc758 \uac1c\ub150, \uad6c\ud604 \ubc29\ubc95, \uadf8\ub9ac\uace0 \ub525 \ub7ec\ub2dd\uacfc\uc758 \uad00\uacc4\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc6d0-\ud56b \uc778\ucf54\ub529\uc740 \ubc94\uc8fc\ud615 \ub370\uc774\ud130\ub97c \ucef4\ud4e8\ud130\uac00 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uc218\uce58 \ub370\uc774\ud130\ub85c \ubcc0\ud658\ud558\ub294 \uae30\ubc95\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uba38\uc2e0 \ub7ec\ub2dd \ubc0f \ub525 \ub7ec\ub2dd\uc5d0\uc11c\ub294 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uc22b\uc790\ub85c \ud45c\ud604\ud574\uc57c \ud558\uba70, \uc774 \ub54c \uc6d0-\ud56b \uc778\ucf54\ub529\uc774 \uc720\uc6a9\ud558\uac8c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n
\uc6d0-\ud56b \uc778\ucf54\ub529\uc758 \uae30\ubcf8 \uac1c\ub150\uc740 \uac01 \ubc94\uc8fc\ub97c \uace0\uc720\ud55c \ubca1\ud130\ub85c \ud45c\ud604\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, ‘\uc0ac\uc790’, ‘\ud638\ub791\uc774’, ‘\uacf0’\uc774\ub77c\ub294 \uc138 \uac1c\uc758 \ub3d9\ubb3c \uce74\ud14c\uace0\ub9ac\uac00 \uc788\ub2e4\uace0 \uac00\uc815\ud574 \ubd05\uc2dc\ub2e4. \uc774\ub4e4\uc740 \ub2e4\uc74c\uacfc \uac19\uc774 \uc6d0-\ud56b \uc778\ucf54\ub529 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\uc0ac\uc790: [1, 0, 0]<\/p>\n
\ud638\ub791\uc774: [0, 1, 0]<\/p>\n
\uacf0: [0, 0, 1]<\/p>\n<\/div>\n
\uc774 \uc608\uc2dc\uc5d0\uc11c \uac01 \ub3d9\ubb3c\uc740 3\ucc28\uc6d0 \uacf5\uac04\uc758 \ud55c \uc810\uc73c\ub85c \ud45c\uc2dc\ub418\uba70, \uc774 \uc810\ub4e4\uc740 \uc11c\ub85c \ub3c5\ub9bd\uc801\uc785\ub2c8\ub2e4. \uc6d0-\ud56b \uc778\ucf54\ub529\uc740 \uba38\uc2e0 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc774 \uac01 \ubc94\uc8fc \uac04\uc758 \uad00\uacc4\ub97c \ub354 \uc798 \uc774\ud574\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4.<\/p>\n
2. \uc6d0-\ud56b \uc778\ucf54\ub529\uc758 \ud544\uc694\uc131<\/h2>\n
\uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c\ub294 \ub2e8\uc5b4\ub97c \ubca1\ud130 \ud615\ud0dc\ub85c \ud45c\ud604\ud574\uc57c \ud569\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \ubc29\ubc95\uc778 TF-IDF\ub098 \uce74\uc6b4\ud2b8 \ubca1\ud130\ud654\ub294 \uac01 \ub2e8\uc5b4\uc758 \uc911\uc694\ub3c4\ub97c \ud3c9\uac00\ud560 \uc218 \uc788\uac8c \ud574\uc8fc\uc9c0\ub9cc, \uc6d0-\ud56b \uc778\ucf54\ub529\uc740 \uac01 \ub2e8\uc5b4\ub97c \ub3c5\ub9bd\uc801\uc778 \ubca1\ud130 \uacf5\uac04\uc5d0 \uc704\uce58\uc2dc\ud0a4\uae30 \ub54c\ubb38\uc5d0 \ub2e8\uc5b4 \uac04\uc758 \uc720\uc0ac\uc131\uc744 \ud30c\uc545\ud558\uae30 \ubcf4\ub2e4 \ub2e8\uc5b4 \uc790\uccb4\uc758 \uc720\uc77c\uc131\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \uc774\ub294 \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc774 \ub2e8\uc5b4\ub97c \uc774\ud574\ud558\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n
2.1. \ubb38\ub9e5\uc758 \uac04\uacfc<\/h3>\n
\uc6d0-\ud56b \uc778\ucf54\ub529\uc740 \ub2e8\uc5b4 \uac04\uc758 \uc720\uc0ac\uc131\uc774\ub098 \uad00\uacc4\ub97c \ubc18\uc601\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc989, ‘\uace0\uc591\uc774’\uc640 ‘\ud638\ub791\uc774’\ub294 \ub458 \ub2e4 ‘\uace0\uc591\uc774\uacfc’\uc5d0 \uc18d\ud558\ub294 \ub3d9\ubb3c\uc774\uc9c0\ub9cc, \uc6d0-\ud56b \uc778\ucf54\ub529\uc5d0\uc11c\ub294 \uc774 \ub458\uc774 \uc804\ud600 \ub2e4\ub978 \ubca1\ud130\ub85c \ud45c\ud604\ub429\ub2c8\ub2e4. \uc774 \uacbd\uc6b0 \ub354 \uc9c4\ubcf4\ud55c \ubca1\ud130\ud654 \ubc29\ubc95\uc778 \uc784\ubca0\ub529(Embeddings)\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Word2Vec \ub610\ub294 GloVe\uc640 \uac19\uc740 \ubc29\ubc95\uc740 \ub2e8\uc5b4 \uac04\uc758 \uc720\uc0ac\uc131\uc744 \ubc18\uc601\ud558\uc5ec \ub354 \ub098\uc740 \uacb0\uacfc\ub97c \uc774\ub04c\uc5b4\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
3. \uc6d0-\ud56b \uc778\ucf54\ub529\uc758 \uad6c\ud604 \ubc29\ubc95<\/h2>\n
\uc6d0-\ud56b \uc778\ucf54\ub529\uc744 \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc591\ud558\uc9c0\ub9cc, \uc77c\ubc18\uc801\uc73c\ub85c \ud30c\uc774\uc36c\uc758 pandas<\/code> \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ud65c\uc6a9\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc544\ub798\ub294 \uac04\ub2e8\ud55c \uc608\uc81c \ucf54\ub4dc\ub97c \ubcf4\uc5ec\ub4dc\ub9bd\ub2c8\ub2e4:<\/p>\nimport pandas as pd\n\n# \ub370\uc774\ud130\ud504\ub808\uc784 \uc0dd\uc131\ndata = {'\ub3d9\ubb3c': ['\uc0ac\uc790', '\ud638\ub791\uc774', '\uacf0']}\ndf = pd.DataFrame(data)\n\n# \uc6d0-\ud56b \uc778\ucf54\ub529\none_hot = pd.get_dummies(df['\ub3d9\ubb3c'])\n\nprint(one_hot)\n<\/code><\/pre>\n\uc704 \ucf54\ub4dc\ub97c \uc2e4\ud589\ud558\uba74 \ub2e4\uc74c\uacfc \uac19\uc740 \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\uacf0 \uc0ac\uc790 \ud638\ub791\uc774\n0 0 1 0\n1 0 0 1\n2 1 0 0<\/code><\/pre>\n<\/div>\n4. \ub525 \ub7ec\ub2dd\uacfc \uc6d0-\ud56b \uc778\ucf54\ub529<\/h2>\n
\ub525 \ub7ec\ub2dd \ubaa8\ub378\uc5d0\uc11c\ub294 \uc6d0-\ud56b \uc778\ucf54\ub529\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc785\ub825 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c LSTM(Long Short-Term Memory)\uc774\ub098 CNN(Convolutional Neural Network)\uacfc \uac19\uc740 \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec\ud14d\uc2a4\ud2b8 \ubd84\ub958, \uac10\uc815 \ubd84\uc11d, \uae30\uacc4 \ubc88\uc5ed \ub4f1\uc758 \uc791\uc5c5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc544\ub798\ub294 Keras \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc6d0-\ud56b \uc778\ucf54\ub529\ub41c \ub370\uc774\ud130\ub97c \uc785\ub825\uc73c\ub85c \uc0ac\uc6a9\ud558\ub294 LSTM \ubaa8\ub378\uc758 \uac04\ub2e8\ud55c \uc608\uc81c\uc785\ub2c8\ub2e4.<\/p>\n
from keras.models import Sequential\nfrom keras.layers import LSTM, Dense, Embedding\n\n# LSTM \ubaa8\ub378 \uad6c\ucd95\nmodel = Sequential()\nmodel.add(Embedding(input_dim=5, output_dim=3)) # \uc784\ubca0\ub529 \uce35\nmodel.add(LSTM(units=50)) # LSTM \uce35\nmodel.add(Dense(units=1, activation='sigmoid')) # \ucd9c\ub825\uce35\n\nmodel.compile(loss='binary_crossentropy', optimizer='adam', metrics=['accuracy'])\n<\/code><\/pre>\n\uc704\uc758 \ucf54\ub4dc\uc5d0\uc11c input_dim<\/code>\uc740 \uc6d0-\ud56b \uc778\ucf54\ub529\ub41c \ub370\uc774\ud130\uc758 \ud06c\uae30\ub97c \ub098\ud0c0\ub0b4\uace0, output_dim<\/code>\uc740 \uc784\ubca0\ub529 \ucc28\uc6d0\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc774 \uc6d0-\ud56b \uc778\ucf54\ub529\ub41c \ub370\uc774\ud130\ub97c \uc785\ub825\uc73c\ub85c \ubc1b\uc544 LSTM \ub124\ud2b8\uc6cc\ud06c\ub97c \ud1b5\ud574 \ud559\uc2b5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n4.1. \uc6d0-\ud56b \uc778\ucf54\ub529\uc758 \ud55c\uacc4<\/h3>\n
\uc6d0-\ud56b \uc778\ucf54\ub529\uc740 \uac04\ub2e8\ud558\uace0 \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b0\ub098 \uba87 \uac00\uc9c0 \ud55c\uacc4\uac00 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n- \uba54\ubaa8\ub9ac \ub0ad\ube44:<\/strong> \uace0\ucc28\uc6d0 \ub370\uc774\ud130\ub85c \ubcc0\ud658\ud558\uae30 \ub54c\ubb38\uc5d0 \uba54\ubaa8\ub9ac \uc0ac\uc6a9\ub7c9\uc774 \uc99d\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
- \uc815\ubcf4 \uc190\uc2e4:<\/strong> \ub2e8\uc5b4 \uac04\uc758 \uad00\uacc4\ub97c \uace0\ub824\ud558\uc9c0 \uc54a\uae30 \ub54c\ubb38\uc5d0 \uc720\uc0ac\ud55c \uc758\ubbf8\ub97c \uac00\uc9c4 \ub2e8\uc5b4\ub4e4\uc774 \uadfc\uc811\ud55c \uc704\uce58\uc5d0 \ub193\uc774\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n
- \uc2a4\ud30c\uc2a4\ud55c \ubca1\ud130:<\/strong> \ub300\ubd80\ubd84\uc758 \uc6d0-\ud56b \uc778\ucf54\ub529 \ubca1\ud130\ub294 0\uc73c\ub85c \ucc44\uc6cc\uc838 \uc788\uc5b4 \uacc4\uc0b0 \ud6a8\uc728\uc131\uc774 \ub5a8\uc5b4\uc9d1\ub2c8\ub2e4.<\/li>\n<\/ul>\n
5. \uacb0\ub860 \ubc0f \ud5a5\ud6c4 \uc5f0\uad6c \ubc29\ud5a5<\/h2>\n
\uc6d0-\ud56b \uc778\ucf54\ub529\uc740 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ubcf8\uc801\uc778 \uae30\ubc95 \uc911 \ud558\ub098\ub85c, \uac04\ub2e8\ud558\uba74\uc11c\ub3c4 \uac15\ub825\ud55c \ubc29\ubc95\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ub354 \ub098\uc740 \uc131\ub2a5\uc744 \uc6d0\ud55c\ub2e4\uba74 \ub2e8\uc5b4\uc758 \uc758\ubbf8\uc640 \uad00\uacc4\ub97c \ubc18\uc601\ud558\ub294 \uc784\ubca0\ub529 \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\ub294 \uac83\uc774 \ubc14\ub78c\uc9c1\ud569\ub2c8\ub2e4. \ud5a5\ud6c4 \uc5f0\uad6c\uc5d0\uc11c\ub294 \uc6d0-\ud56b \uc778\ucf54\ub529\uacfc \ubca1\ud130\ud654 \uae30\ubc95\uc744 \ud1b5\ud569\ud558\uc5ec \ub354\uc6b1 \uc815\uad50\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubaa8\ub378\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4. \ub610\ud55c, \ud615\uc2dd \uc5b8\uc5b4 \uc774\ub860\uc744 \uc774\uc6a9\ud55c \uc811\uadfc \ubc29\uc2dd\uc774 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc774\ub294 \ub370 \uae30\uc5ec\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n
\uc774 \uae00\uc774 \uc6d0-\ud56b \uc778\ucf54\ub529\uacfc \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ubcf8 \uac1c\ub150\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uc5c8\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4. \ub525 \ub7ec\ub2dd\uacfc NLP\uc758 \ubc1c\uc804\uc744 \ud1b5\ud574 \ub354 \ub098\uc740 \uc778\uac04-\uae30\uacc4 \uc0c1\ud638\uc791\uc6a9\uc774 \uc774\ub8e8\uc5b4\uc9c8 \uc218 \uc788\uae30\ub97c \uae30\ub300\ud569\ub2c8\ub2e4.<\/p>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uae30\uc220\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144\uac04 \ub525 \ub7ec\ub2dd\uc774 NLP \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc744 \uc774\ub904\ub0b8 \uac00\uc6b4\ub370, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding)\uc774\ub77c\ub294 \uae30\ubc95\uc774 \uc774 \uacfc\uc815\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uc6d0-\ud56b \uc778\ucf54\ub529\uc758 \uac1c\ub150, \uad6c\ud604 \ubc29\ubc95, \uadf8\ub9ac\uace0 \ub525 \ub7ec\ub2dd\uacfc\uc758 \uad00\uacc4\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding)\ub780? \uc6d0-\ud56b \uc778\ucf54\ub529\uc740 \ubc94\uc8fc\ud615 \ub370\uc774\ud130\ub97c \ucef4\ud4e8\ud130\uac00 … \ub354 \ubcf4\uae30 “\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding)”<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[16],"tags":[],"class_list":["post-25187","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"\n\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/25187\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uae30\uc220\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144\uac04 \ub525 \ub7ec\ub2dd\uc774 NLP \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc744 \uc774\ub904\ub0b8 \uac00\uc6b4\ub370, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding)\uc774\ub77c\ub294 \uae30\ubc95\uc774 \uc774 \uacfc\uc815\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uc6d0-\ud56b \uc778\ucf54\ub529\uc758 \uac1c\ub150, \uad6c\ud604 \ubc29\ubc95, \uadf8\ub9ac\uace0 \ub525 \ub7ec\ub2dd\uacfc\uc758 \uad00\uacc4\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding)\ub780? \uc6d0-\ud56b \uc778\ucf54\ub529\uc740 \ubc94\uc8fc\ud615 \ub370\uc774\ud130\ub97c \ucef4\ud4e8\ud130\uac00 … \ub354 \ubcf4\uae30 "\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding)"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/25187\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-26T09:52:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T08:02:35+00:00\" \/>\n<meta name=\"author\" content=\"root\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:site\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"root\" \/>\n\t<meta name=\"twitter:label2\" content=\"\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/25187\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/25187\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding)\",\"datePublished\":\"2024-10-26T09:52:52+00:00\",\"dateModified\":\"2024-11-26T08:02:35+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/25187\/\"},\"wordCount\":55,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ub525\ub7ec\ub2dd \uc790\uc5f0\uc5b4\ucc98\ub9ac\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/25187\/\",\"url\":\"https:\/\/atmokpo.com\/w\/25187\/\",\"name\":\"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#website\"},\"datePublished\":\"2024-10-26T09:52:52+00:00\",\"dateModified\":\"2024-11-26T08:02:35+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/atmokpo.com\/w\/25187\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/atmokpo.com\/w\/25187\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/atmokpo.com\/w\/25187\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\ud648\",\"item\":\"https:\/\/atmokpo.com\/w\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/atmokpo.com\/w\/#website\",\"url\":\"https:\/\/atmokpo.com\/w\/\",\"name\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/atmokpo.com\/w\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ko-KR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\",\"name\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"url\":\"https:\/\/atmokpo.com\/w\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png\",\"contentUrl\":\"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png\",\"width\":400,\"height\":400,\"caption\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\"},\"image\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/bebubo4\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\",\"name\":\"root\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g\",\"caption\":\"root\"},\"sameAs\":[\"http:\/\/atmokpo.com\/w\"],\"url\":\"https:\/\/atmokpo.com\/w\/author\/root\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/atmokpo.com\/w\/25187\/","og_locale":"ko_KR","og_type":"article","og_title":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","og_description":"\uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uae30\uc220\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144\uac04 \ub525 \ub7ec\ub2dd\uc774 NLP \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc744 \uc774\ub904\ub0b8 \uac00\uc6b4\ub370, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding)\uc774\ub77c\ub294 \uae30\ubc95\uc774 \uc774 \uacfc\uc815\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uc6d0-\ud56b \uc778\ucf54\ub529\uc758 \uac1c\ub150, \uad6c\ud604 \ubc29\ubc95, \uadf8\ub9ac\uace0 \ub525 \ub7ec\ub2dd\uacfc\uc758 \uad00\uacc4\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding)\ub780? \uc6d0-\ud56b \uc778\ucf54\ub529\uc740 \ubc94\uc8fc\ud615 \ub370\uc774\ud130\ub97c \ucef4\ud4e8\ud130\uac00 … \ub354 \ubcf4\uae30 \"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding)\"","og_url":"https:\/\/atmokpo.com\/w\/25187\/","og_site_name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","article_published_time":"2024-10-26T09:52:52+00:00","article_modified_time":"2024-11-26T08:02:35+00:00","author":"root","twitter_card":"summary_large_image","twitter_creator":"@bebubo4","twitter_site":"@bebubo4","twitter_misc":{"\uae00\uc4f4\uc774":"root","\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04":"1\ubd84"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/atmokpo.com\/w\/25187\/#article","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/25187\/"},"author":{"name":"root","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7"},"headline":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding)","datePublished":"2024-10-26T09:52:52+00:00","dateModified":"2024-11-26T08:02:35+00:00","mainEntityOfPage":{"@id":"https:\/\/atmokpo.com\/w\/25187\/"},"wordCount":55,"publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"articleSection":["\ub525\ub7ec\ub2dd \uc790\uc5f0\uc5b4\ucc98\ub9ac"],"inLanguage":"ko-KR"},{"@type":"WebPage","@id":"https:\/\/atmokpo.com\/w\/25187\/","url":"https:\/\/atmokpo.com\/w\/25187\/","name":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/#website"},"datePublished":"2024-10-26T09:52:52+00:00","dateModified":"2024-11-26T08:02:35+00:00","breadcrumb":{"@id":"https:\/\/atmokpo.com\/w\/25187\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/atmokpo.com\/w\/25187\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/atmokpo.com\/w\/25187\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\ud648","item":"https:\/\/atmokpo.com\/w\/en\/"},{"@type":"ListItem","position":2,"name":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding)"}]},{"@type":"WebSite","@id":"https:\/\/atmokpo.com\/w\/#website","url":"https:\/\/atmokpo.com\/w\/","name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","description":"","publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/atmokpo.com\/w\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/atmokpo.com\/w\/#organization","name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","url":"https:\/\/atmokpo.com\/w\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/","url":"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png","contentUrl":"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png","width":400,"height":400,"caption":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8"},"image":{"@id":"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/bebubo4"]},{"@type":"Person","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7","name":"root","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g","caption":"root"},"sameAs":["http:\/\/atmokpo.com\/w"],"url":"https:\/\/atmokpo.com\/w\/author\/root\/"}]}},"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/25187","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/comments?post=25187"}],"version-history":[{"count":1,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/25187\/revisions"}],"predecessor-version":[{"id":25188,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/25187\/revisions\/25188"}],"wp:attachment":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/media?parent=25187"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/categories?post=25187"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/tags?post=25187"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}