Research on Innovative Design of Product Packaging Based on Big Data Technology

Table 2

Data analysis work platform.

Work platform	Advantage	Shortcoming
WEKA	① The code is open source and can be used for secondary development	① The effect of high-dimensional data is poor
	② Good effect of low-dimensional data	② Limited algorithm library
Mahout	① Can be integrated with other big data platforms	① No graphical operation mode
	② Based on Hadoop implementation, suitable for processing large amounts of data	② Use interface development
RapidMiner	① Fast integration	① Poor parallelism
	② Support multiple data resource access methods
KNIME	① Simple operation process and intuitive results	① The integration is difficult
	② Complete data analysis methods	② Poor support for statistical models