# Questions tagged [statistical-classification]

Classification in the sense of statistics and machine learning

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### What is the significance of these transformations? Fuzzy ensemble technique

I have recently studied a method of Fuzzy rank-based ensemble. The technique is as follows:- Suppose you have 2 classes, Yes and No, and you have trained 3 models based on your training set. Model 1 ...
• 79
27 views

### k-means errors for a block Gaussian vector

Consider a standard centered Gaussian vector $(X_1,...,X_n)$ with an approximate block structure, i.e. there is $q$ and a partition of $\{1,...,n\}$ in $q$ classes such that if $i,j$ are in the same ...
• 1,230
1 vote
89 views

### Bayes risk of binary classification problem with conditionally independent covariates

In the setting of this problem, $\eta(\vec{x})$ is $P(Y=1|\vec{X}=\vec{x})$, $Y \in \{0,1\}$, and $X \in R^d$. Being the true probability know, the classification rule is simply \$\eta(\vec{x})>0.5 \...
1 vote
45 views

### Represent multivariate data [closed]

I am not sure if this is the best place for my question. Please delete if it is not, but I would really appreciate some suggestions. I want to graphically represent multivariate data. I have 7 ...
1 vote
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### Minimum number of support vectors? [closed]

I'm learning SVM and its written everywhere that the minimal number of support vectors is 2? But I couldn't find any formal proofs of that. Why cant there be less than 2 support vectors? Can somebody ...
• 139
1 vote