PERAMALAN JUMLAH TAMU HOTEL DI KABUPATEN DEMAK MENGGUNAKAN METODE SUPPORT VECTOR REGRESSION

ADININGTYAS, DESY TRISHARDIYANTI (2015) PERAMALAN JUMLAH TAMU HOTEL DI KABUPATEN DEMAK MENGGUNAKAN METODE SUPPORT VECTOR REGRESSION. Undergraduate thesis, FSM Universitas Diponegoro.

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Abstract

The purpose of this research is to forecast the number of hotel’s guests in Demak using Support Vector Regression. Support Vector Regression (SVR) is method used for forecasting. Forecasting the number of hotel’s guests in Demak using SVR produce good accuracy for forecasting the training and testing data. Forecasting for the training data generate MAPE value of 10.2806% and forecasting of testing data generate MAPE value of 11.622%. Keywords: Support Vector Regression, hotel, Demak, accuracy, forecasting, training, testing

Item Type:Thesis (Undergraduate)
Subjects:H Social Sciences > HA Statistics
Divisions:Faculty of Science and Mathematics > Department of Statistics
ID Code:47280
Deposited By:Mr Hasbi Yasin
Deposited On:05 Jan 2016 10:13
Last Modified:05 Jan 2016 10:13

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