Abstract
Rabbits reputation of being cute, fluffy, cuddly critters lend then to being a popular choice for children pets. But in raising a rabbit is not easy, this depends on the type of rabbit. Rabbits that commonly pet are Rex Rabbits, American Rabbits, and Giant Rabbits. Rex Rabbits itself has some species including Rex Amber and Rex Lilac species, Giant Rabbits rabbits includes Giant Chekered rabbit, Harleyquin, dan American White Rabbit. Classification technology can be used to help the classification process of rabbits are Multi-SVM method and image feature extraction to classify rabbit species. Feature extraction used in this study is mean, variance, skewness, kurtosis, entropy. The five features are classified with Multi-SVM. The data used in this study are 125 images, consisting of 100 training images and 25 test images. The accuracy of this method reached 92%. Keywords – Classification, Multi-SVM, Rabbit, Feature Extraction
Highlights
Rabbits are mammals that have a body weight of 1.35-7 kg with a length of 40-70 cm including the Leporidae family
After the extraction feature values have been obtained. These values will be classified by the Multi-Support Vector Machine (SVM) method
There are two main approaches that are used in multiSVM, namely determining and combining several functions to separate class classification problems
Summary
Rabbits are mammals that have a body weight of 1.35-7 kg with a length of 40-70 cm including the Leporidae family. In Indonesia, there are two types of rabbits, which originate from Java (Lepus Negricollis) and Sumatra (Nesolagus Netseherischlgel). The provinces that have the most rabbits are the provinces of West Java, Central Java and East Java with a population of 894,505 or 80% of the entire rabbit population in Indonesia. From the neck to the front legs under a white body. While the Sumatran rabbit is the only native rabbit from Indonesia, its habitat is the mountain forests of the island of Sumatra. Its fur is yellowish brown, dark brown striped on the side of its forelegs and hind legs [2]
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