Question

Question 2
a) Discuss decision tree applications and generate a model to predict when its
appropriate to play European’s Premier League.

Answer 1

Applications of decision tree:

1. Prediction of match using decision tree.
2. It used in data mining.
3. It uses for handling non-linear data.
4. It is used to serving a support tool in in several fields such as engineering, civil and mechanical.
5. It is used to find the demographic data to find the prospective clients.
6. Assessing prospective growth opportunity.

Application of decision tree in the prediction of European's premier league -

1. Let there is a data set $D=\{x_{i1},x_{i2}, x_{i3}......x_{in}, y_i\} (i\epsilon [1,N])$ , where N is the number of sample and $(m*n)^{m*n}$ can generate sample.
2. Building of the base learner $d_j=\{x_{i1},x_{i2}, x_{i3}......x_{in}, y_i\} (i\epsilon [1,N])$ .where k<m
3. Training T times $H(x)=max\Sigma_{t=1}^{T}\phi(h_j(x)=y)$