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 selection Probability estimates (logistic regression only) Weights for unbalanced data MATLAB/Octave, Java, Python, Ruby interfaces
OS | Architecture | Version |
---|---|---|
NetBSD 10.0 | aarch64 | liblinear-2.47.tgz |
NetBSD 10.0 | aarch64 | liblinear-2.43.tgz |
NetBSD 10.0 | aarch64 | liblinear-2.47.tgz |
NetBSD 10.0 | aarch64eb | liblinear-2.47.tgz |
NetBSD 10.0 | aarch64eb | liblinear-2.47.tgz |
NetBSD 10.0 | earmv7hf | liblinear-2.47.tgz |
NetBSD 10.0 | earmv7hf | liblinear-2.43.tgz |
NetBSD 10.0 | earmv7hf | liblinear-2.47.tgz |
NetBSD 10.0 | i386 | liblinear-2.47.tgz |
NetBSD 10.0 | i386 | liblinear-2.43.tgz |
NetBSD 10.0 | i386 | liblinear-2.47.tgz |
NetBSD 10.0 | i386 | liblinear-2.47.tgz |
NetBSD 10.0 | powerpc | liblinear-2.43.tgz |
NetBSD 10.0 | powerpc | liblinear-2.43.tgz |
NetBSD 10.0 | powerpc | liblinear-2.47.tgz |
NetBSD 10.0 | sparc64 | liblinear-2.47.tgz |
NetBSD 10.0 | sparc64 | liblinear-2.47.tgz |
NetBSD 10.0 | x86_64 | liblinear-2.47.tgz |
NetBSD 10.0 | x86_64 | liblinear-2.43.tgz |
NetBSD 10.0 | x86_64 | liblinear-2.47.tgz |
NetBSD 10.0 | x86_64 | liblinear-2.47.tgz |
NetBSD 9.0 | aarch64 | liblinear-2.47.tgz |
NetBSD 9.0 | aarch64 | liblinear-2.43.tgz |
NetBSD 9.0 | aarch64 | liblinear-2.47.tgz |
NetBSD 9.0 | alpha | liblinear-2.47.tgz |
NetBSD 9.0 | alpha | liblinear-2.47.tgz |
NetBSD 9.0 | earmv7hf | liblinear-2.47.tgz |
NetBSD 9.0 | earmv7hf | liblinear-2.43.tgz |
NetBSD 9.0 | earmv7hf | liblinear-2.47.tgz |
NetBSD 9.0 | i386 | liblinear-2.47.tgz |
NetBSD 9.0 | i386 | liblinear-2.43.tgz |
NetBSD 9.0 | i386 | liblinear-2.47.tgz |
NetBSD 9.0 | i386 | liblinear-2.47.tgz |
NetBSD 9.0 | powerpc | liblinear-2.43.tgz |
NetBSD 9.0 | powerpc | liblinear-2.43.tgz |
NetBSD 9.0 | powerpc | liblinear-2.47.tgz |
NetBSD 9.0 | x86_64 | liblinear-2.47.tgz |
NetBSD 9.0 | x86_64 | liblinear-2.43.tgz |
NetBSD 9.0 | x86_64 | liblinear-2.47.tgz |
NetBSD 9.0 | x86_64 | liblinear-2.47.tgz |
NetBSD 9.3 | x86_64 | liblinear-2.47.tgz |
NetBSD 9.3 | x86_64 | liblinear-2.47.tgz |
Binary packages can be installed with the high-level tool pkgin (which can be installed with pkg_add) or pkg_add(1) (installed by default). The NetBSD packages collection is also designed to permit easy installation from source.
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