A Multianalyzer Machine Learning Model for Marine Heterogeneous Data Schema Mapping

Table 2

List of analyzers’ type.

	Analyzer	Descriptions
1	Format and numerical analyzer	Judge whether the mapping results conforms to rules of format and value
2	Time analyzer	Statistics and analysis of learning, analysis, and mapping time
3	Statistical analyzer	Scoreboard for study results based on prior probability
4	Correlation coefficient and stability analyzer	Calculating data’s Pearson correlation coefficients in same field and analyzing the stability basing on cycle time