Machine Learning Service

The iServer machine learning service implements the capabilities of AIGIS. It supports machine learning operators such as distributed spatial data density clustering analysis, generalized linear regression, forest-based classification and regression, decision tree classification and regression, linear regression, logistic regression, support vector machine classification, na ve Bayesian classification, gradient lifting tree classification and regression, and supports image analysis based on in-depth learning. Including binary classification, object classification, target detection, scene classification, object extraction and other functions. All features are provided REST API for easy development and extension.

Preparation before using machine learning service:

1.  Prepare the machine learning service environment
2.  Prepare data and model

When the environment for the machine learning service is ready, you can analyze it in the following ways:

1.  Via iServer REST API usage

For the result file of machine learning service, the currently supported output formats are:

1. Currently, only the direct setting of the result data path is supported, and the user can set the location of the result data source by himself.