BINNING
🗑️📊📷

示例

We improved accuracy by BINNING the data into five groups.

我们通过将数据分箱成五组来提高精度。

定义

Putting something in a trash bin; discarding or rejecting it.

  • Giving up an idea or plan as unwanted.
  • Placing items into a bin for storage or sorting.

把东西扔进垃圾桶,丢弃或弃用。

  • 因不需要而放弃某个想法或计划。
  • 将物品放入容器以便存放或分类。

Grouping continuous values into discrete bins or intervals.

  • Assigning items or records to predefined categories or ranges.

将连续数值分成离散的区间或“箱”。

  • 把项目或记录归入预设的类别或范围。

Data preprocessing that replaces values by a representative of each bin.

  • Grouping sequencing reads or contigs into taxonomic units.
  • Classifying finished products by their characteristics.
  • Combining charge from adjacent image sensor pixels during readout.
  • Downscaling arrays or images by aggregating blocks, e.g., mean or sum.

数据预处理:按分箱用代表值替代原始数值。

  • 将测序读段或重叠群归入操作分类单元。
  • 按特性对成品进行分类。
  • 读出时合并相邻图像传感器像素的电荷。
  • 通过聚合相邻块下采样图像或数组,如取均值或求和。