Table 1.
Classification Accuracy for Each Food Category, and Top 3 Misclassified Categories.
| Food Category | Correct Classification Classification Percentage |
Top 1 Misclassified Misclassified Category |
Top 2 Misclassified Misclassified Category |
Top 3 Misclassified Misclassified Category |
|---|---|---|---|---|
| Catalina Dressing | 45% | 33% (Ketchup) | 14% (Strawberry Jam) | 8% (Sausage) |
| Chocolate Cake | 55% | 40% (Coke) | 5% (Fries) | - |
| Coke | 59% | 37% (Chocolate Cake) | 4% (Hamburger | - |
| Eggs (Scrambled) | 59% | 22% (Fries) | 11% (Sugar Cookie) | 5% (Garlic Bread) |
| Fries | 58% | 35% (Eggs) | 7% (Sugar Cookie) | - |
| Garlic Bread | 51% | 36% (Toast) | 7% (Sugar Cookie) | 4% (Pear) |
| Hamburger | 71% | 21% (Garlic Bread) | 8% (Fries) | - |
| Ketchup | 67% | 33% (Catalina) | - | - |
| Lettuce | 71% | 17% (Margarine) | 12% (Pear) | - |
| Margarine | 44% | 34% (Milk) | 13% (Sugar Cookie) | 8% (Eggs) |
| Milk | 47% | 25% (Margarine) | 15% (Pear) | 13% (Sugar Cookie) |
| Orange Juice | 61% | 39% (Peach) | - | - |
| Peach (Canned) | 68% | 32% (Orange Juice) | - | - |
| Pear (Canned) | 53% | 24% (Margarine) | 16% (Milk) | 4% (Sugar Cookie) |
| Sausage | 67% | 23% (Eggs) | 10% (Ketchup) | - |
| Spaghetti | 41% | 23% (Fries) | 10% (Garlic Bread) | 8% (Ketchup) |
| Strawberry Jam | 53% | 29% (Ketchup) | 12% (Catalina) | 4% (Sausages) |
| Sugar Cookie | 62% | 31% (Eggs) | 7% (Margarine) | - |
| Toast | 42% | 37% (Garlic Bread) | 13% (Fries) | 7% (Sugar Cookie) |