public static List<Double> getMultipleExponentialRegressionModel(int historyDataFromYear) {
List<Double> aiList = null;
try {
Connection connection = ConnectionHelper.getConnection();
aiList = getMultipleExponentialRegressionModel(historyDataFromYear, connection);
connection.close();
} catch (Exception e) {
throw new RuntimeException(e);
}
return aiList;
}
public static double execute(
int historyDataFromYear,
int YEAR,
int AREA_TYPE,
int AREA_NUM_OF_SHOPPING_CENTER,
int AREA_NUM_OF_STORE,
double SQUARE_METER,
double SUPPLIERS,
double COSMECEUTICALS,
double OTC,
double RX,
int IS_MEDICARE,
int LOC_NUM_OF_SHOPPING_CENTER,
int LOC_NUM_OF_OFFICE_BUILDING,
int LOC_NUM_OF_HOSPITAL,
int LOC_NUM_OF_RESID_NORMAL,
int LOC_NUM_OF_RESID_ADVANCED,
int LOC_NUM_OF_BUSSTOP,
int LOC_NUM_OF_METRO) {
List<Double> aiList = null;
try {
Connection connection = ConnectionHelper.getConnection();
aiList = getMultipleExponentialRegressionModel(historyDataFromYear, connection);
connection.close();
} catch (Exception e) {
throw new RuntimeException(e);
}
double exponential =
aiList.get(1) * YEAR
+ aiList.get(2) * AREA_TYPE
+ aiList.get(3) * AREA_NUM_OF_SHOPPING_CENTER
+ aiList.get(4) * AREA_NUM_OF_STORE
+ aiList.get(5) * SQUARE_METER
+ aiList.get(6) * SUPPLIERS
+ aiList.get(7) * COSMECEUTICALS
+ aiList.get(8) * OTC
+ aiList.get(9) * RX
+ aiList.get(10) * IS_MEDICARE
+ aiList.get(11) * LOC_NUM_OF_SHOPPING_CENTER
+ aiList.get(12) * LOC_NUM_OF_OFFICE_BUILDING
+ aiList.get(13) * LOC_NUM_OF_HOSPITAL
+ aiList.get(14) * LOC_NUM_OF_RESID_NORMAL
+ aiList.get(15) * LOC_NUM_OF_RESID_ADVANCED
+ aiList.get(16) * LOC_NUM_OF_BUSSTOP
+ aiList.get(17) * LOC_NUM_OF_METRO;
return aiList.get(0) * Math.exp(exponential);
}
