RMSE

MAE

MAPE/%

R/%

整月

MLP

52.2656

36.4698

6.8981

97.9576

LSTM

11.6401

10.1637

3.4374

98.9563

SSA-LSTM

9.2510

9.9605

2.9436

98.9793

ISSA-LSTM

4.8306

5.1435

1.5445

99.1117

双休日

MLP

50.3609

35.6518

6.1385

98.5542

LSTM

27.6315

22.9546

3.9370

98.7647

SSA-LSTM

10.3116

9.4908

2.5571

98.9394

ISSA-LSTM

4.8082

4.4479

1.6401

99.1915

工作日

MLP

73.5628

53.1979

8.5899

96.4373

LSTM

19.5621

14.3056

2.8709

98.7481

SSA-LSTM

10.9001

9.9869

1.9436

98.9945

ISSA-LSTM

5.0233

5.6314

1.2637

99.1073