mirror of
https://git.FreeBSD.org/ports.git
synced 2025-01-26 09:46:09 +00:00
fb16dfecae
Commit b7f05445c0
has added WWW entries to port Makefiles based on
WWW: lines in pkg-descr files.
This commit removes the WWW: lines of moved-over URLs from these
pkg-descr files.
Approved by: portmgr (tcberner)
19 lines
797 B
Plaintext
19 lines
797 B
Plaintext
LIBLINEAR is a linear classifier for data with millions of instances and
|
|
features. It supports:
|
|
- L2-regularized classifiers
|
|
- L2-loss linear SVM, L1-loss linear SVM, and logistic regression (LR)
|
|
- L1-regularized classifiers (after version 1.4)
|
|
- L2-loss linear SVM and logistic regression (LR)
|
|
- L2-regularized support vector regression (after version 1.9)
|
|
- L2-loss linear SVR and L1-loss linear SVR.
|
|
|
|
Main features of LIBLINEAR include:
|
|
- Same data format as LIBSVM, our general-purpose SVM solver, and also similar
|
|
usage
|
|
- Multi-class classification: 1) one-vs-the rest, 2) Crammer & Singer
|
|
- Cross validation for model evaulation
|
|
- Automatic parameter selection
|
|
- Probability estimates (logistic regression only)
|
|
- Weights for unbalanced data
|
|
- MATLAB/Octave, Java, Python, Ruby interfaces
|