An Intelligent Passenger Flow Prediction Method for Pricing Strategy and Hotel Operations

Table 3

Training predictive results of each model.

Time	The number of actual arrival bookings	LSTM	ANN	SVR
July 2016	985	980.4311	990.0974	986.3615
August 2016	1107	1106.7570	1115.8225	1096.7277
September 2016	1068	1069.1288	1106.3889	1069.8033
October 2106	1417	1270.1794	1361.7197	1253.9491
November 2016	1056	1057.2378	1069.8413	1056.4465
December 2016	1056	1056.2752	1076.8899	1055.1749
January 2017	1103	1103.1509	1051.7895	1102.1410
February 2017	1195	1192.0812	1163.5447	1193.9570
March 2017	1164	1161.6975	1229.6771	1164.1725
April 2017	1205	1203.0363	1187.0714	1219.8078