Good for ml

1. Concept Learning
By Dr. Sambit Satpathy

4. ConceptLearning

5. Given instances X which represent a set of all possible days, each
described by the attributes:
o Sky – (values: Sunny, Cloudy, Rainy),
o Air Temp – (values: Warm, Cold),
o Humidity – (values: Normal, High),
o Wind – (values: Strong, Weak),
o Water – (values: Warm, Cold),
o Forecast – (values: Same, Change).

8. f
For Our Data
The Instance Space??? 3*2*2*2*2*2=96
Hypothesis Space?? 5*4*4*4*4*4=5120
Semantically Distinct Hypothesis?? 4*3*3*3*3*3+1= 973

9. Working Principle
Considered this 2 example
for “YES”

13. Maximal specific
hypothesis

14. Find Maximal specific hypothesis for given data set ?