mloss | Projects that are tagged with nonlinear regression.

libAGF 0.9.6

by Petey - December 12, 2012, 03:37:48 CET [ ] 4712 views, 974 downloads, 1 subscription

About: C++ software for statistical classification, probability estimation and interpolation/non-linear regression using variable bandwidth kernel estimation.

Changes:

New in Version 0.9.6:

Many, many bug fixes. Thanks to all who submitted bug reports!
New Bash script to validate probability density function (PDF) calculations: validate_pdf.sh
New command for generating a simulated data set with approximately the same PDF as the training data: pdf_sim . Used by validate_pdf.sh
New file utility that randomly splits up a dataset into two or more divisions: agf_split_data . Also used by validate_pdf.sh
New command generates the Relative Operating Characteristic (ROC) curve: roc_curve

Authors: Peter Mills
License: Gpl
Programming Language: C++

Operating System: Agnostic
Data Formats: Ascii, Binary
Tags: Clustering, Nonparametric Density Estimation, Supervised Learning, Interpolation, Inverse Methods, Kernel Estimation, Nonlinear Regression, Probability Estimation, Statistical Classification

Search

Manage

Sort by

Filter by

Latest Thoughts

RSS Feed - Blog

RSS Feed - New Software

libAGF 0.9.6