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Abstract
ABS-361
Machine Learning Approach for Rhizomes Classification Based on Color
Bayu Agustian, Maimunah
Corresponding Author: Maimunah Maimunah


Question & Answer to the Presentation

Question from Mr. Arya Dwi Candra
2020.11.18 16:18:05

Why did you choose to use the Support Vector Machine method over other training methods?
Replies:


Question from Ms. Astrie Kusuma Dewi
2020.11.18 15:10:26

There are three methods used, namely the Decision Tree, Naive Bayes, and KNN,
can you explain, where are these methods applied?
Replies:


Question from Ms. Tien Rahayu Tulili
2020.11.18 13:35:58

Hello Ms. Maimunah,

How many dataset including in training and testing phases?
Replies:

Reply from Ms. Maimunah Maimunah
2020.11.18 14:20:37

Dataset used in this research is 120


Question from Ms. Anita Sindar
2020.11.17 13:12:53

Feature extraction is used to analyze the image^s special features. We are known
that in the field of image processing, there are various color components. in the
color space, the color types are RGB, CMYK, HSL, HSV, L * a * b, L * C * H, HCL,
YUV, YcbCr. The following image pixel intensity is to examine the pixels around the
object. Mapping images at smaller sizes to get a fixed dimensional representation.
In my opinion, at the acquisition stage, the RGB component is not sufficient for the
object color to be taken. From the type of data set, there are similarities in the
colors of Temulawak, Temuireng and Temumangga. This third data has the same
dominant color as yellow or orange. I mean, before the feature extraction stage,
color segmentation is necessary.
Replies:

Reply from Ms. Maimunah Maimunah
2020.11.17 22:04:35

Thank you Ms. Anita Sindar for the input. Temulawak and temumangga are
similarities but dominant color for temulawak is orange and temumangga is
yellow. The dominant color for temuireng is white and black. I will do color
segmentation before the feature extraction stage.

Reply from Ms. Anita Sindar
2020.11.18 13:25:36

sorry I dont familiar with temuireng. good job. thank you


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