NAIVE BAYES CATEGORICALNB CLASSIFICATION

DA2 ML (3RD AND 4TH)QUESTION

QUESTIONS:

1. Using Baye’s classifier, identify the output when the values are given as (A = Full, B = Normal, C=False, D=Thai).

2. Using Baye’s classifier, predict the output for all input instances used for training and analyze the metrics.

1. Predict the food type for tomato (A = 6 B = 4) with k=2 using the below the training data set. Ingredient A B Food Type Grape 8 5 Fruit Beans 3 7

DA2 ML VITOL PART3 A B C D Output Some High False French Yes Full Low False Thai No Some

1. Consider the following farmer dataset. Number of pounds per acre (in hundreds) Bushels per acre X y 1.0 25 2.5 32 3.0 35 3.0 32 3.4

Sacred Ratio