├── HardMargin-SVM ├── CMakeLists.txt ├── README.md ├── datasets │ ├── dataset.png │ └── toy │ │ ├── test │ │ ├── class1 │ │ │ ├── data1.txt │ │ │ ├── data2.txt │ │ │ ├── data3.txt │ │ │ ├── data4.txt │ │ │ ├── data5.txt │ │ │ └── data6.txt │ │ └── class2 │ │ │ ├── data1.txt │ │ │ ├── data2.txt │ │ │ ├── data3.txt │ │ │ ├── data4.txt │ │ │ ├── data5.txt │ │ │ └── data6.txt │ │ └── train │ │ ├── class1 │ │ ├── data1.txt │ │ ├── data2.txt │ │ ├── data3.txt │ │ ├── data4.txt │ │ └── data5.txt │ │ └── class2 │ │ ├── data1.txt │ │ ├── data2.txt │ │ ├── data3.txt │ │ ├── data4.txt │ │ └── data5.txt ├── scripts │ └── toy.sh └── src │ ├── main.cpp │ ├── svm.cpp │ └── svm.hpp ├── Kernel-SVM ├── CMakeLists.txt ├── README.md ├── datasets │ ├── dataset.png │ └── toy │ │ ├── test │ │ ├── class1 │ │ │ ├── data1.txt │ │ │ ├── data2.txt │ │ │ ├── data3.txt │ │ │ ├── data4.txt │ │ │ ├── data5.txt │ │ │ └── data6.txt │ │ └── class2 │ │ │ ├── data1.txt │ │ │ ├── data2.txt │ │ │ ├── data3.txt │ │ │ ├── data4.txt │ │ │ ├── data5.txt │ │ │ └── data6.txt │ │ └── train │ │ ├── class1 │ │ ├── data1.txt │ │ ├── data2.txt │ │ ├── data3.txt │ │ ├── data4.txt │ │ └── data5.txt │ │ └── class2 │ │ ├── data1.txt │ │ ├── data2.txt │ │ ├── data3.txt │ │ ├── data4.txt │ │ └── data5.txt ├── scripts │ └── toy.sh └── src │ ├── main.cpp │ ├── svm.cpp │ └── svm.hpp ├── LICENSE ├── OC-SVM ├── CMakeLists.txt ├── README.md ├── datasets │ ├── dataset.png │ └── toy │ │ ├── test │ │ ├── anomaly │ │ │ ├── data1.txt │ │ │ ├── data2.txt │ │ │ ├── data3.txt │ │ │ ├── data4.txt │ │ │ ├── data5.txt │ │ │ └── data6.txt │ │ └── normal │ │ │ ├── data1.txt │ │ │ ├── data2.txt │ │ │ ├── data3.txt │ │ │ ├── data4.txt │ │ │ ├── data5.txt │ │ │ └── data6.txt │ │ └── train │ │ ├── data1.txt │ │ ├── data2.txt │ │ ├── data3.txt │ │ ├── data4.txt │ │ └── data5.txt ├── scripts │ └── toy.sh └── src │ ├── main.cpp │ ├── svm.cpp │ └── svm.hpp ├── README.md ├── SVDD ├── CMakeLists.txt ├── README.md ├── datasets │ ├── dataset.png │ └── toy │ │ ├── test │ │ ├── anomaly │ │ │ ├── data1.txt │ │ │ ├── data2.txt │ │ │ ├── data3.txt │ │ │ ├── data4.txt │ │ │ ├── data5.txt │ │ │ └── data6.txt │ │ └── normal │ │ │ ├── data1.txt │ │ │ ├── data2.txt │ │ │ ├── data3.txt │ │ │ ├── data4.txt │ │ │ ├── data5.txt │ │ │ └── data6.txt │ │ └── train │ │ ├── data1.txt │ │ ├── data2.txt │ │ ├── data3.txt │ │ ├── data4.txt │ │ └── data5.txt ├── scripts │ └── toy.sh └── src │ ├── main.cpp │ ├── svdd.cpp │ └── svdd.hpp └── SoftMargin-SVM ├── CMakeLists.txt ├── README.md ├── datasets ├── dataset.png └── toy │ ├── test │ ├── class1 │ │ ├── data1.txt │ │ ├── data2.txt │ │ ├── data3.txt │ │ ├── data4.txt │ │ ├── data5.txt │ │ └── data6.txt │ └── class2 │ │ ├── data1.txt │ │ ├── data2.txt │ │ ├── data3.txt │ │ ├── data4.txt │ │ ├── data5.txt │ │ └── data6.txt │ └── train │ ├── class1 │ ├── data1.txt │ ├── data2.txt │ ├── data3.txt │ ├── data4.txt │ └── data5.txt │ └── class2 │ ├── data1.txt │ ├── data2.txt │ ├── data3.txt │ ├── data4.txt │ └── data5.txt ├── scripts └── toy.sh └── src ├── main.cpp ├── svm.cpp └── svm.hpp /HardMargin-SVM/CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/HardMargin-SVM/CMakeLists.txt -------------------------------------------------------------------------------- /HardMargin-SVM/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/HardMargin-SVM/README.md -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/dataset.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/HardMargin-SVM/datasets/dataset.png -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/test/class1/data1.txt: -------------------------------------------------------------------------------- 1 | 0.3 2 | 0.4 3 | -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/test/class1/data2.txt: -------------------------------------------------------------------------------- 1 | 0.2 2 | 0.49 3 | -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/test/class1/data3.txt: -------------------------------------------------------------------------------- 1 | 0.08 2 | 0.32 3 | -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/test/class1/data4.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/HardMargin-SVM/datasets/toy/test/class1/data4.txt -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/test/class1/data5.txt: -------------------------------------------------------------------------------- 1 | 0.12 2 | 0.4 3 | -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/test/class1/data6.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/HardMargin-SVM/datasets/toy/test/class1/data6.txt -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/test/class2/data1.txt: -------------------------------------------------------------------------------- 1 | 0.9 2 | 0.8 3 | -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/test/class2/data2.txt: -------------------------------------------------------------------------------- 1 | 0.51 2 | 0.7 -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/test/class2/data3.txt: -------------------------------------------------------------------------------- 1 | 0.62 2 | 0.88 3 | -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/test/class2/data4.txt: -------------------------------------------------------------------------------- 1 | 0.7 2 | 0.55 -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/test/class2/data5.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/HardMargin-SVM/datasets/toy/test/class2/data5.txt -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/test/class2/data6.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/HardMargin-SVM/datasets/toy/test/class2/data6.txt -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/train/class1/data1.txt: -------------------------------------------------------------------------------- 1 | 0.2 2 | 0.3 3 | -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/train/class1/data2.txt: -------------------------------------------------------------------------------- 1 | 0.1 2 | 0.4 3 | -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/train/class1/data3.txt: -------------------------------------------------------------------------------- 1 | 0.48 2 | 0.22 3 | -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/train/class1/data4.txt: -------------------------------------------------------------------------------- 1 | 0.4 2 | 0.05 3 | -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/train/class1/data5.txt: -------------------------------------------------------------------------------- 1 | 0.02 2 | 0.3 3 | -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/train/class2/data1.txt: -------------------------------------------------------------------------------- 1 | 0.8 2 | 0.7 3 | -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/train/class2/data2.txt: -------------------------------------------------------------------------------- 1 | 0.9 2 | 0.6 -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/train/class2/data3.txt: -------------------------------------------------------------------------------- 1 | 0.52 2 | 0.78 3 | -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/train/class2/data4.txt: -------------------------------------------------------------------------------- 1 | 0.6 2 | 0.95 -------------------------------------------------------------------------------- /HardMargin-SVM/datasets/toy/train/class2/data5.txt: -------------------------------------------------------------------------------- 1 | 0.98 2 | 0.7 3 | -------------------------------------------------------------------------------- /HardMargin-SVM/scripts/toy.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/HardMargin-SVM/scripts/toy.sh -------------------------------------------------------------------------------- /HardMargin-SVM/src/main.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/HardMargin-SVM/src/main.cpp -------------------------------------------------------------------------------- /HardMargin-SVM/src/svm.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/HardMargin-SVM/src/svm.cpp -------------------------------------------------------------------------------- /HardMargin-SVM/src/svm.hpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/HardMargin-SVM/src/svm.hpp -------------------------------------------------------------------------------- /Kernel-SVM/CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/Kernel-SVM/CMakeLists.txt -------------------------------------------------------------------------------- /Kernel-SVM/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/Kernel-SVM/README.md -------------------------------------------------------------------------------- /Kernel-SVM/datasets/dataset.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/Kernel-SVM/datasets/dataset.png -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/test/class1/data1.txt: -------------------------------------------------------------------------------- 1 | 0.5 2 | 0.5 3 | -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/test/class1/data2.txt: -------------------------------------------------------------------------------- 1 | 0.6 2 | 0.6 3 | -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/test/class1/data3.txt: -------------------------------------------------------------------------------- 1 | 0.4 2 | 0.4 3 | -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/test/class1/data4.txt: -------------------------------------------------------------------------------- 1 | 0.5 2 | 0.6 3 | -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/test/class1/data5.txt: -------------------------------------------------------------------------------- 1 | 0.5 2 | 0.45 3 | -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/test/class1/data6.txt: -------------------------------------------------------------------------------- 1 | 0.59 2 | 0.41 -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/test/class2/data1.txt: -------------------------------------------------------------------------------- 1 | 0.8 2 | 0.2 3 | -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/test/class2/data2.txt: -------------------------------------------------------------------------------- 1 | 0.8 2 | 0.25 -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/test/class2/data3.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/Kernel-SVM/datasets/toy/test/class2/data3.txt -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/test/class2/data4.txt: -------------------------------------------------------------------------------- 1 | 0.17 2 | 0.17 -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/test/class2/data5.txt: -------------------------------------------------------------------------------- 1 | 0.95 2 | 0.81 3 | -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/test/class2/data6.txt: -------------------------------------------------------------------------------- 1 | 0.19 2 | 0.81 -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/train/class1/data1.txt: -------------------------------------------------------------------------------- 1 | 0.5 2 | 0.5 3 | -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/train/class1/data2.txt: -------------------------------------------------------------------------------- 1 | 0.4 2 | 0.6 3 | -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/train/class1/data3.txt: -------------------------------------------------------------------------------- 1 | 0.6 2 | 0.65 3 | -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/train/class1/data4.txt: -------------------------------------------------------------------------------- 1 | 0.65 2 | 0.35 3 | -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/train/class1/data5.txt: -------------------------------------------------------------------------------- 1 | 0.4 2 | 0.6 3 | -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/train/class2/data1.txt: -------------------------------------------------------------------------------- 1 | 0.7 2 | 0.3 3 | -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/train/class2/data2.txt: -------------------------------------------------------------------------------- 1 | 0.7 2 | 0.8 -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/train/class2/data3.txt: -------------------------------------------------------------------------------- 1 | 0.9 2 | 0.1 3 | -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/train/class2/data4.txt: -------------------------------------------------------------------------------- 1 | 0.8 2 | 0.95 -------------------------------------------------------------------------------- /Kernel-SVM/datasets/toy/train/class2/data5.txt: -------------------------------------------------------------------------------- 1 | 0.2 2 | 0.3 3 | -------------------------------------------------------------------------------- /Kernel-SVM/scripts/toy.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/Kernel-SVM/scripts/toy.sh -------------------------------------------------------------------------------- /Kernel-SVM/src/main.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/Kernel-SVM/src/main.cpp -------------------------------------------------------------------------------- /Kernel-SVM/src/svm.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/Kernel-SVM/src/svm.cpp -------------------------------------------------------------------------------- /Kernel-SVM/src/svm.hpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/Kernel-SVM/src/svm.hpp -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/LICENSE -------------------------------------------------------------------------------- /OC-SVM/CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/OC-SVM/CMakeLists.txt -------------------------------------------------------------------------------- /OC-SVM/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/OC-SVM/README.md -------------------------------------------------------------------------------- /OC-SVM/datasets/dataset.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/OC-SVM/datasets/dataset.png -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/test/anomaly/data1.txt: -------------------------------------------------------------------------------- 1 | 0.8 2 | 0.2 3 | -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/test/anomaly/data2.txt: -------------------------------------------------------------------------------- 1 | 0.8 2 | 0.25 -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/test/anomaly/data3.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/OC-SVM/datasets/toy/test/anomaly/data3.txt -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/test/anomaly/data4.txt: -------------------------------------------------------------------------------- 1 | 0.17 2 | 0.17 -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/test/anomaly/data5.txt: -------------------------------------------------------------------------------- 1 | 0.95 2 | 0.81 3 | -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/test/anomaly/data6.txt: -------------------------------------------------------------------------------- 1 | 0.19 2 | 0.81 -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/test/normal/data1.txt: -------------------------------------------------------------------------------- 1 | 0.5 2 | 0.5 3 | -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/test/normal/data2.txt: -------------------------------------------------------------------------------- 1 | 0.6 2 | 0.6 3 | -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/test/normal/data3.txt: -------------------------------------------------------------------------------- 1 | 0.4 2 | 0.4 3 | -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/test/normal/data4.txt: -------------------------------------------------------------------------------- 1 | 0.5 2 | 0.6 3 | -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/test/normal/data5.txt: -------------------------------------------------------------------------------- 1 | 0.5 2 | 0.45 3 | -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/test/normal/data6.txt: -------------------------------------------------------------------------------- 1 | 0.59 2 | 0.41 -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/train/data1.txt: -------------------------------------------------------------------------------- 1 | 0.5 2 | 0.5 3 | -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/train/data2.txt: -------------------------------------------------------------------------------- 1 | 0.4 2 | 0.6 3 | -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/train/data3.txt: -------------------------------------------------------------------------------- 1 | 0.6 2 | 0.65 3 | -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/train/data4.txt: -------------------------------------------------------------------------------- 1 | 0.65 2 | 0.35 3 | -------------------------------------------------------------------------------- /OC-SVM/datasets/toy/train/data5.txt: -------------------------------------------------------------------------------- 1 | 0.4 2 | 0.6 3 | -------------------------------------------------------------------------------- /OC-SVM/scripts/toy.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/OC-SVM/scripts/toy.sh -------------------------------------------------------------------------------- /OC-SVM/src/main.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/OC-SVM/src/main.cpp -------------------------------------------------------------------------------- /OC-SVM/src/svm.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/OC-SVM/src/svm.cpp -------------------------------------------------------------------------------- /OC-SVM/src/svm.hpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/OC-SVM/src/svm.hpp -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/README.md -------------------------------------------------------------------------------- /SVDD/CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SVDD/CMakeLists.txt -------------------------------------------------------------------------------- /SVDD/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SVDD/README.md -------------------------------------------------------------------------------- /SVDD/datasets/dataset.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SVDD/datasets/dataset.png -------------------------------------------------------------------------------- /SVDD/datasets/toy/test/anomaly/data1.txt: -------------------------------------------------------------------------------- 1 | 0.8 2 | 0.2 3 | -------------------------------------------------------------------------------- /SVDD/datasets/toy/test/anomaly/data2.txt: -------------------------------------------------------------------------------- 1 | 0.8 2 | 0.25 -------------------------------------------------------------------------------- /SVDD/datasets/toy/test/anomaly/data3.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SVDD/datasets/toy/test/anomaly/data3.txt -------------------------------------------------------------------------------- /SVDD/datasets/toy/test/anomaly/data4.txt: -------------------------------------------------------------------------------- 1 | 0.17 2 | 0.17 -------------------------------------------------------------------------------- /SVDD/datasets/toy/test/anomaly/data5.txt: -------------------------------------------------------------------------------- 1 | 0.95 2 | 0.81 3 | -------------------------------------------------------------------------------- /SVDD/datasets/toy/test/anomaly/data6.txt: -------------------------------------------------------------------------------- 1 | 0.19 2 | 0.81 -------------------------------------------------------------------------------- /SVDD/datasets/toy/test/normal/data1.txt: -------------------------------------------------------------------------------- 1 | 0.5 2 | 0.5 3 | -------------------------------------------------------------------------------- /SVDD/datasets/toy/test/normal/data2.txt: -------------------------------------------------------------------------------- 1 | 0.6 2 | 0.6 3 | -------------------------------------------------------------------------------- /SVDD/datasets/toy/test/normal/data3.txt: -------------------------------------------------------------------------------- 1 | 0.4 2 | 0.4 3 | -------------------------------------------------------------------------------- /SVDD/datasets/toy/test/normal/data4.txt: -------------------------------------------------------------------------------- 1 | 0.5 2 | 0.6 3 | -------------------------------------------------------------------------------- /SVDD/datasets/toy/test/normal/data5.txt: -------------------------------------------------------------------------------- 1 | 0.5 2 | 0.45 3 | -------------------------------------------------------------------------------- /SVDD/datasets/toy/test/normal/data6.txt: -------------------------------------------------------------------------------- 1 | 0.59 2 | 0.41 -------------------------------------------------------------------------------- /SVDD/datasets/toy/train/data1.txt: -------------------------------------------------------------------------------- 1 | 0.5 2 | 0.5 3 | -------------------------------------------------------------------------------- /SVDD/datasets/toy/train/data2.txt: -------------------------------------------------------------------------------- 1 | 0.4 2 | 0.6 3 | -------------------------------------------------------------------------------- /SVDD/datasets/toy/train/data3.txt: -------------------------------------------------------------------------------- 1 | 0.6 2 | 0.65 3 | -------------------------------------------------------------------------------- /SVDD/datasets/toy/train/data4.txt: -------------------------------------------------------------------------------- 1 | 0.65 2 | 0.35 3 | -------------------------------------------------------------------------------- /SVDD/datasets/toy/train/data5.txt: -------------------------------------------------------------------------------- 1 | 0.4 2 | 0.6 3 | -------------------------------------------------------------------------------- /SVDD/scripts/toy.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SVDD/scripts/toy.sh -------------------------------------------------------------------------------- /SVDD/src/main.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SVDD/src/main.cpp -------------------------------------------------------------------------------- /SVDD/src/svdd.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SVDD/src/svdd.cpp -------------------------------------------------------------------------------- /SVDD/src/svdd.hpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SVDD/src/svdd.hpp -------------------------------------------------------------------------------- /SoftMargin-SVM/CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SoftMargin-SVM/CMakeLists.txt -------------------------------------------------------------------------------- /SoftMargin-SVM/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SoftMargin-SVM/README.md -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/dataset.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SoftMargin-SVM/datasets/dataset.png -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/test/class1/data1.txt: -------------------------------------------------------------------------------- 1 | 0.3 2 | 0.4 3 | -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/test/class1/data2.txt: -------------------------------------------------------------------------------- 1 | 0.2 2 | 0.49 3 | -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/test/class1/data3.txt: -------------------------------------------------------------------------------- 1 | 0.08 2 | 0.32 3 | -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/test/class1/data4.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SoftMargin-SVM/datasets/toy/test/class1/data4.txt -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/test/class1/data5.txt: -------------------------------------------------------------------------------- 1 | 0.12 2 | 0.4 3 | -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/test/class1/data6.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SoftMargin-SVM/datasets/toy/test/class1/data6.txt -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/test/class2/data1.txt: -------------------------------------------------------------------------------- 1 | 0.9 2 | 0.8 3 | -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/test/class2/data2.txt: -------------------------------------------------------------------------------- 1 | 0.51 2 | 0.7 -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/test/class2/data3.txt: -------------------------------------------------------------------------------- 1 | 0.62 2 | 0.88 3 | -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/test/class2/data4.txt: -------------------------------------------------------------------------------- 1 | 0.7 2 | 0.55 -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/test/class2/data5.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SoftMargin-SVM/datasets/toy/test/class2/data5.txt -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/test/class2/data6.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SoftMargin-SVM/datasets/toy/test/class2/data6.txt -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/train/class1/data1.txt: -------------------------------------------------------------------------------- 1 | 0.6 2 | 0.7 3 | -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/train/class1/data2.txt: -------------------------------------------------------------------------------- 1 | 0.1 2 | 0.4 3 | -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/train/class1/data3.txt: -------------------------------------------------------------------------------- 1 | 0.48 2 | 0.22 3 | -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/train/class1/data4.txt: -------------------------------------------------------------------------------- 1 | 0.4 2 | 0.05 3 | -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/train/class1/data5.txt: -------------------------------------------------------------------------------- 1 | 0.02 2 | 0.3 3 | -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/train/class2/data1.txt: -------------------------------------------------------------------------------- 1 | 0.4 2 | 0.3 3 | -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/train/class2/data2.txt: -------------------------------------------------------------------------------- 1 | 0.9 2 | 0.6 -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/train/class2/data3.txt: -------------------------------------------------------------------------------- 1 | 0.52 2 | 0.78 3 | -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/train/class2/data4.txt: -------------------------------------------------------------------------------- 1 | 0.6 2 | 0.95 -------------------------------------------------------------------------------- /SoftMargin-SVM/datasets/toy/train/class2/data5.txt: -------------------------------------------------------------------------------- 1 | 0.98 2 | 0.7 3 | -------------------------------------------------------------------------------- /SoftMargin-SVM/scripts/toy.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SoftMargin-SVM/scripts/toy.sh -------------------------------------------------------------------------------- /SoftMargin-SVM/src/main.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SoftMargin-SVM/src/main.cpp -------------------------------------------------------------------------------- /SoftMargin-SVM/src/svm.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SoftMargin-SVM/src/svm.cpp -------------------------------------------------------------------------------- /SoftMargin-SVM/src/svm.hpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koba-jon/svm_cpp/HEAD/SoftMargin-SVM/src/svm.hpp --------------------------------------------------------------------------------