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multi layer perceptron
machine learning, neural network ÀÇ ±âº»¾Ë°í¸®ÁòÀÎ mlp, Multi Perceptron ÀÇ °³³äÁ¤¸®¿Í ÄÚµå ¹× ½ÇÇè µ¥ÀÌÅ͸¦ ÀÛ¼ºÇÏ¿´´Ù.
iris ²É¸ð¾çÀÇ À§Ä¡¿¡ µû¶ó ǰÁ¾ÀÇ ±¸ºÐÀ» ÇÏ¿©³»´Â °úÁ¦.
Attribute Information:
1. sepal length in cm
2. sepal width in cm
3. petal length in cm
4. petal width in cm
5. class:
-- Iris Setosa
-- Iris Versicolour
-- Iris Virginica
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Á¦ 1Àå ¼ ·Ð
1.1 MLP¿¡ ´ëÇÑ ³»¿ë Á¤¸®
1.2 ¸®Æ÷Æ® ³»¿ë Preview¡¦
Á¦ 2Àå º» ·Ð¡¦¡¦¡¦
2. 1 MLP ±¸Çö Äڵ忡 ´ëÇÑ ¼³¸í¡¦¡¦.
2. 2 Ãß°¡·Î ±¸ÇöÇÑ ºÎºÐ¿¡ ´ëÇÑ ¼³¸í
2. 3 Training Data½ÇÇè °á°ú¡¦¡¦¡¦¡¦
2.3.1 ÃÖÀûÀÇ Hidden Node °³¼ö¡¦¡¦¡¦
2.3.2 ÃÖÀûÀÇ Iteration ¼ö ¼³Á¤ ¡¦¡¦
2. 4 Validation Data½ÇÇè °á°ú¡¦¡¦¡¦
2. 5 Test Data½ÇÇè °á°ú