Company | Model | Upper accucacy (MAPE) | Average accuracy (RMSPE) | Lower accuracy (RMDPE) | |||
---|---|---|---|---|---|---|---|
LSTM | GRU | LSTM | GRU | LSTM | GRU | ||
AMZN | Model 1 | 96.78% | 94.39% | 95.79% | 93.51% | 83.40% | 80.89% |
Model 2 | 94.28% | 92.74% | 92.85% | 91.19% | 78.31% | 74.65% | |
Model 3 | 95.36% | 92.92% | 94.30% | 90.44% | 82.80% | 66.64% | |
Model 4 | 95.75% | 95.75% | 94.52% | 94.52% | 82.56% | 82.56% | |
GOOGL | Model 1 | 96.14% | 96.64% | 94.77% | 95.62% | 80.65% | 85.81% |
Model 2 | 95.61% | 97.58% | 94.35% | 96.97% | 82.22% | 84.70% | |
Model 3 | 96.99% | 97.13% | 95.99% | 96.28% | 84.00% | 85.16% | |
Model 4 | 94.68% | 94.68% | 93.71% | 93.71% | 83.47% | 83.47% | |
BLL | Model 1 | 97.00% | 98.48% | 96.22% | 97.98% | 87.32% | 90.73% |
Model 2 | 96.62% | 97.15% | 95.11% | 96.56% | 82.34% | 87.32% | |
Model 3 | 96.85% | 96.11% | 95.52% | 95.03% | 83.59% | 83.58% | |
Model 4 | 96.24% | 96.24% | 95.71% | 95.71% | 86.74% | 86.74% | |
QCOM | Model 1 | 98.00% | 97.85% | 97.04% | 97.06% | 78.96% | 82.98% |
Model 2 | 97.66% | 96.23% | 96.56% | 95.75% | 75.94% | 81.57% | |
Model 3 | 97.55% | 97.09% | 96.41% | 96.23% | 76.70% | 79.70% | |
Model 4 | 97.95% | 97.95% | 97.27% | 97.27% | 83.11% | 83.11% |