现在发现,一些专业词汇非常的重要,现在记录于此。
一下单词来自于《Pattern Recogniton and Machine Learning》的Introduction(绪论)部分
| English | Translation | Example |
Polynomial
|
多项式 |
|
| Curve | 曲线 | |
| Polynomial Curve Fitting | 多项式曲线拟合 | |
| Probability Theory | 概率论 | |
ambiguous
|
含糊不清的 | |
| fraction | 分数 | It is given by the number of points falling in the cell i,j as a fraction of the total number of points, and hence |
mutually
|
互相地 | |
| exclusive | 独有的;排外的 | |
| mutually exclusive | 互相排斥的 | Also, if the events are mutually exclusive and
if they include all possible outcomes, then we see that the probabilities for those events must sum to one. |
| overall | 全部的 | |
| derive | 派生,得出 | In order to derive the rules of probability |
trial
|
试验 | Consider a total of N trials in which we sample both of the variables X and Y |
marginal
|
边缘的 | |
| marginal probability | 边缘概率 | |
| conditional probability | 条件概率 | |
| random variable | 随机变量 | |
| distribution | 分布 | we may simply write p(B) to denote a distribution over the random variable B |
interpretation
|
解释 |
provided that the interpretation is clear from the context 上下文已解释清楚 |
| joint probability | 联合概率 | p(X,Y) |
|
be verbalized as
|
描述为 | |
|
symmetry
|
对称性 | |
| symmetry property | 对称性 | |
| Bayes’ theorem | 贝叶斯定理 | |
denominator
|
分母 | |
|
histogram
|
直方图;柱状图 | |
| statistical | 统计的 | |