Find a quadratic regressi on model for the following data. Use the regression model and calculate the value of Y at X = 9.
| X | 3 | 4 | 5 | 6 | 7 |
|---|---|---|---|---|---|
| Y | 2.5 | 3.2 | 3.8 | 6.5 | 11.5 |
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| Name | Hair | Height | Weight | Lotion | Result |
|---|---|---|---|---|---|
| Sarah | blonde | average | light | no | sunburned (positive) |
| Dana | blonde | tall | average | yes | none (negative) |
| Alex | brown | short | average | yes | none |
| Annie | blonde | short | average | no | sunburned |
| Emily | red | average | heavy | no | sunburned |
| Pete | brown | tall | heavy | no | none |
| John | brown | average | heavy | no | none |
| Katie | blonde | short | light | yes | none |
| Name | Hair | Height | Weight | Lotion | Result |
|---|---|---|---|---|---|
| Sarah | blonde | average | light | no | sunburned (positive) |
| Dana | blonde | tall | average | yes | none (negative) |
| Alex | brown | short | average | yes | none |
| Annie | blonde | short | average | no | sunburned |
| Emily | red | average | heavy | no | sunburned |
| Pete | brown | tall | heavy | no | none |
| John | brown | average | heavy | no | none |
| Katie | blonde | short | light | yes | none |
Use Naive Bayes classification method for the following dataset and classify the class (Species) of X = {Color=Green, Legs=2, Height=Tall, Smelly=No}
| Sl. No. | Color | Legs | Height | Smelly | Species |
|---|---|---|---|---|---|
| 1 | White | 3 | Short | Yes | M |
| 2 | Green | 2 | Tall | No | M |
| 3 | Green | 3 | Short | Yes | M |
| 4 | White | 3 | Short | Yes | M |
| 5 | Green | 2 | Short | No | H |
| 6 | White | 2 | Tall | No | H |
| 7 | White | 2 | Tall | No | H |
What is ensemble learning? Explain three primary classes of ensemble learning methods.
See Answer →For the following fuzzy sets:
A = {a/0.6, b/0.4, c/0.5, d/0.0, e/0.8}; B = {a/0.2, b/0.8, c/0.7, d/0.3, e/0.5}
C = {a/0.1, b/0.2, c/0.8, d/0.6, e/0.2}
Find the fuzzy sets: (i) A U B UC (ii) A ∩ B ∩ C (iii) A' U B' U C' (iv) A' ∩ B' ∩ C'
(v) (A ∩ B UC)'
Explain Dempster-Shafer theory with a suitable example.
See Answer →Calculate the Relative frequency of tail rn(T).
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What is the probability of getting 2 or more than 2 heads at a time? Also, write the probability of getting three tails at a time.
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Write down all the possible outcomes which can be obtained in this experiment.
See Answer →Find the minimum cost path for the 8-puzzle problem, where the start and goal state are given as follows:
That's an interesting request! The table shown in the image represents a classic 8-puzzle problem, where the goal is to transform the "Start State" into the "Goal State" by sliding the numbered tiles into the empty space.
Here are the tables presented in a text format, mirroring the image:
| 1 | 2 | 3 |
|---|---|---|
| 4 | 5 | 6 |
| - | 7 | 8 |
Find the minimum cost path for the 8-puzzle problem, where the start and goal state are given as follows:
That's an interesting request! The table shown in the image represents a classic 8-puzzle problem, where the goal is to transform the "Start State" into the "Goal State" by sliding the numbered tiles into the empty space.
Here are the tables presented in a text format, mirroring the image:
| 1 | 2 | 3 |
|---|---|---|
| 4 | 8 | - |
| 7 | 6 | 5 |
Define is Artificial Intelligence? What are the applications of Al in the healthcare and agricultural domains?
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Rote Learning (II) Learning by Instruction (III) Learning by analogy (IV) Learning by
See Answer →ਵਾਕੰਸ਼ ਤੋਂ ਕੀ ਭਾਵ ਹੈ?
See Answer →ਵਿਅੰਜਨ ਧੁਨੀਆਂ ਕਿਸ ਨੂੰ ਆਖਦੇ ਹਨ?
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