Data Warehousing and Data Mining20785 marksNumerical: Bayesian classificationBayesian classification
Consider the following data set. Find out whether the object with attribute Confident = Yes, Sick = No will Fail or Pass using Bayesian classification. | Confident | Studied | Sick | Result | |-----------|---------|------|--------| | Yes | No | No | Fail | | Yes | No | No | Pass | | No | Yes | Yes |
Consider the following data set. Find out whether the object with attribute Confident = Yes, Sick = No will Fail or Pass using Bayesian classification.
| Confident | Studied | Sick | Result |
|---|---|---|---|
| Yes | No | No | Fail |
| Yes | No | No | Pass |
| No | Yes | Yes | Fail |
| No | Yes | Yes | Pass |
| Yes | Yes | Yes | Pass |
[5]
Row Confident Studied Sick Result --------------------------------------- 1 Yes No No Fail 2 Yes No No Pass 3 No Yes Yes Fail 4 No Yes Yes Pass 5 Yes Yes Yes Pass Query object: Confident = Yes, Sick = No (Studied not specified). Total instances = 5. - Fail: rows 1, 3 → count = 2 →