5.3 Combined Strategies using 2D Interpolation and Bayes Theorem Classifier Algorithm.
There are multiple types of errors associated with machine learning and predictive analytics and different types of errors may coexist in the same data set (such as systematic errors and random errors). It might be necessary to run more than one kind of tool. In the final resort to improve both type of errors, it was decided to implement the 2D interpolative error correction algorithm on the test data which have been filtered by the Gaussian Naïve Bayes algorithm. The results are summarized in Table 5.