Forecasting Supply Chain Demand Using Machine Learning Algorithms - Distributed Artificial Intelligence, Agent Technology, and Collaborative Applications - page 348

Figure 13. SVM cross-validation error for complexity constant
Support Vector Machine Cross Validation Error for Complexity
Constant
86000
85000
84000
83000
82000
81000
80000
79000
78000
Complexity Constant
Figure 14. SVM forecasts with varying complexity constants
Support Vector Machine Forecasts with varying Complexity
Constants
Period
Actual
High Complexity
Low Complexity
Optimal Complexity
350000
300000
250000
200000
150000
100000
50000
0
Period