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ITI0210 Foundations of Artificial Intelligence and Machine Learning (2026)
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What should the weights be to identify that the input number < 6?
| Alt | Bar | Fri | Hun | Pat | Price | Rain | Res | Type | Est |
|---|---|---|---|---|---|---|---|---|---|
| Yes | No | No | Yes | Full | $ | No | No | Thai | 30-60 |
| Alt | Bar | Fri | Hun | Pat | Price | Rain | Res | Type | Est |
|---|---|---|---|---|---|---|---|---|---|
| Yes | Yes | Yes | Yes | Full | $ | No | No | Burger | 30-60 |
| Alt | Bar | Fri | Hun | Pat | Price | Rain | Res | Type | Est |
|---|---|---|---|---|---|---|---|---|---|
| No | Yes | Yes | No | Full | $ | Yes | No | Burger | >60 |
If α controls the speed of learning, how about increasing it to learn faster? Try using α = 0.5 in the previous calculations. What a and b would you get? Try to sketch a where the line of the new model would be on the graph in relation to the data. What were the consequences of increasing α?