! * \brief Error rate metric for binary classification task. */
| 137 | * \brief Error rate metric for binary classification task. |
| 138 | */ |
| 139 | class BinaryErrorMetric: public BinaryMetric<BinaryErrorMetric> { |
| 140 | public: |
| 141 | explicit BinaryErrorMetric(const Config& config) :BinaryMetric<BinaryErrorMetric>(config) {} |
| 142 | |
| 143 | inline static double LossOnPoint(label_t label, double prob) { |
| 144 | if (prob <= 0.5f) { |
| 145 | return label > 0; |
| 146 | } else { |
| 147 | return label <= 0; |
| 148 | } |
| 149 | } |
| 150 | |
| 151 | inline static const char* Name() { |
| 152 | return "binary_error"; |
| 153 | } |
| 154 | }; |
| 155 | |
| 156 | /*! |
| 157 | * \brief Auc Metric for binary classification task. |
nothing calls this directly
no outgoing calls
no test coverage detected