Submit or Track your Manuscript LOG-IN

Comparing Predictive Performances of Tree-Based Data Mining Algorithms and MARS Algorithm in the Prediction of Live Body Weight from Body Traits in Pakistan Goats

Comparing Predictive Performances of Tree-Based Data Mining Algorithms and MARS Algorithm in the Prediction of Live Body Weight from Body Traits in Pakistan Goats

Senol Celik

Department of Animal Science, Faculty of Agriculture, Bingol University, Bingol, Turkey

*      Corresponding author: senolcelik@bingol.edu.tr

 

Fig. 1.

The regression tree of CHAID algorithm.

Fig. 2.

The regression tree diagram constructed by Exhaustive algorithm.

Fig. 3.

The regression tree of CART algorithm.

Prediction equation of the MARS algorithm
The spline basis function
GCV
C(B)
Coefficient of determination
Adjusted coefficient of determination
RMSE
SD ratio
MAPE
MAD
AIC
AICc
t
K

Pakistan Journal of Zoology

December

Vol. 51, Iss. 6, Pages 1999-2399

Featuring

Click here for more

Subscribe Today

Receive free updates on new articles, opportunities and benefits


Subscribe Unsubscribe