Table 11 TDANN-based point predictions of food price index.

From: Benchmarking econometric, decomposable additive, and neural network methods for food inflation prediction featuring policy insights

Date

ANN [8]

ANN [6, 4]

ANN [6]

ANN [8, 14]

Actual

5/1/2022

97.95025

91.97274

98.04269

94.30254

99.83638

6/1/2022

100.4026

99.6302

99.81741

97.98769

101.76723

7/1/2022

102.1059

103.4127

101.5747

100.5601

102.19464

8/1/2022

102.0145

105.9124

104.3186

101.192

106.15498

9/1/2022

104.888

104.9349

106.9766

102.7552

108.42956

10/1/2022

102.9775

104.8618

105.6047

101.9238

109.51155

11/1/2022

106.1497

107.2111

107.0137

107.2266

107.8258

12/1/2022

107.1158

107.367

107.7119

108.2716

106.6631

1/1/2023

105.5196

107.1394

106.333

108.6211

107.42229

2/1/2023

107.4401

108.779

105.9312

108.4497

108.25022

3/1/2023

106.6969

108.0342

107.1094

106.9629

110.01967

4/1/2023

109.4615

108.6603

107.0897

106.4248

111.26

5/1/2023

107.9234

109.2033

108.6521

106.5494

109.62

6/1/2023

109.0033

106.8699

109.9809

106.4009

112.25

7/1/2023

110.0778

113.6989

110.6534

108.9772

112.74

8/1/2023

110.0212

109.2136

112.8393

108.5654

120.08

9/1/2023

113.8936

115.6623

117.7543

112.2658

122.47

10/1/2023

112.1192

115.3659

117.3439

112.5598

123.9

11/1/2023

120.0586

119.1005

122.9912

117.1823

120.04

12/1/2023

116.4391

116.5459

119.7116

116.076

117.48

1/1/2024

111.3577

116.1248

117.7941

118.2796

118.3

2/1/2024

114.2564

117.1827

116.6095

117.5227

119.07

3/1/2024

112.0553

117.4598

115.4891

115.6915

121.5

4/1/2024

113.1374

110.9263

113.3996

110.7825

122.63

5/1/2024

116.8563

106.3568

116.7154

111.95

121.42

6/1/2024

116.4591

110.5674

118.8934

112.3733

123.94

7/1/2024

118.0015

119.4121

123.3423

117.1618

128.64

8/1/2024

115.6572

117.4274

131.0849

117.5377

133.72

9/1/2024

122.4577

121.0514

131.472

119.4438

135.21

10/1/2024

125.1832

123.1583

133.4077

122.2107

139.58

11/1/2024

130.4462

124.8342

135.5943

124.4024

136.61

12/1/2024

122.1313

121.9903

131.3094

124.3932

132.65

1/1/2025

124.9566

122.8675

128.7592

125.4466

130.97

2/1/2025

127.5101

123.3335

124.8028

125.8629

130.08

3/1/2025

130.2158

121.85

121.9395

122.4735

132.35