文字

支持向量机

  • 简介
  • 安装/配置
    • 需求
    • 安装
    • 运行时配置
    • 资源类型
  • 范例
  • SVM — The SVM class
    • SVM::__construct — Construct a new SVM object
    • SVM::crossvalidate — Test training params on subsets of the training data.
    • SVM::getOptions — Return the current training parameters
    • SVM::setOptions — Set training parameters
    • SVM::train — Create a SVMModel based on training data
  • SVMModel — The SVMModel class
    • SVMModel::checkProbabilityModel — Returns true if the model has probability information
    • SVMModel::__construct — Construct a new SVMModel
    • SVMModel::getLabels — Get the labels the model was trained on
    • SVMModel::getNrClass — Returns the number of classes the model was trained with
    • SVMModel::getSvmType — Get the SVM type the model was trained with
    • SVMModel::getSvrProbability — Get the sigma value for regression types
    • SVMModel::load — Load a saved SVM Model
    • SVMModel::predict_probability — Return class probabilities for previous unseen data
    • SVMModel::predict — Predict a value for previously unseen data
    • SVMModel::save — Save a model to a file
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