IEEE

Sea Ice Thickness Inversion Based on Support Vector Regression for FengYun-3E IDW Data

Abstract: Due to the increasing demand for monitoring sea ice thickness (SIT) in the global environment, the SIT inversion based on global navigation satellite system-reflectometry (GNSS-R) has ...
IEEE

Gradient Boosted Tree (GBDT) and Support Vector Regression (SVR) Perspectives on Data Prediction and Effects Analysis

Abstract: In this paper, multiple linear regression models, gradient boosted tree (GBDT) and support vector regression (SVR) models are combined to predict and of the data. First, the multiple linear ...
GitHub

Baloon is a command-line tool and Python library for converting between geospatial vector formats. Convert BLN, Shapefile, GeoJSON, KML, GeoPackage, and SVG files quickly and ...

The output path must be a directory; it will be created if it does not exist. Input formats are auto-detected per file. Unsupported formats and write-only inputs (e.g., SVG) are skipped with a warning ...
Frontiers

Improving nutritional quality, aroma profile and bioactive retention of rocket juice via thermosonication: a support vector regression-based optimization

Rocket (Eruca vesicaria subsp. sativa) is a member of the Brassicaceae family (1). It is an endemic, annual species that is characterized by a spicy, sharp taste (2). Rocket is abundant in ...
GitHub

Linear Regression Practice Using Python

From the first 5 rows of the dataset, we can see that there are several columns available: species, island, bill_length_mm, bill_depth_mm, flipper_length_mm, body_mass_g, and sex. There also appears ...