Automatic Standardization of Data Based on Machine Learning and Natural Language Processing

Abstract

The proposed system is capable to build an intelligent service using cloud data with the following features: The collaborative cloud data sets can be integrated from various ocular sources and standardized to have a uniformity; The integrated standard data set is then processed and transformed to generate features for machine learning models automatically; The predictive machine learning models can be trained with the stratified random sampled data and ranked features from the transformed datasets.