Top "Classification" questions

In machine learning and statistics, classification is the problem of identifying which of a set of categories a new observation belongs to, on the basis of a training set of data containing observations whose category membership (label) is known.

How to plot a ROC curve using ROCR package in r, *with only a classification contingency table*

How to plot a ROC curve using ROCR package in r, with only a classification contingency table? I have a …

r plot classification roc
sklearn LogisticRegression and changing the default threshold for classification

I am using LogisticRegression from the sklearn package, and have a quick question about classification. I built a ROC curve …

python scikit-learn classification regression
Correlated features and classification accuracy

I'd like to ask everyone a question about how correlated features (variables) affect the classification accuracy of machine learning algorithms. …

machine-learning classification correlation feature-selection
Finding K-nearest neighbors and its implementation

I am working on classifying simple data using KNN with Euclidean distance. I have seen an example on what I …

matlab machine-learning classification knn
how to calculate roc curves?

I write a classifier (Gaussian Mixture Model) to classify five human actions. For every observation the classifier compute the posterior …

matlab classification threshold false-positive roc
Adding gaussian noise to a dataset of floating points and save it (python)

I'm working on classification problem where i need to add different levels of gaussian noise to my dataset and do …

python-3.x machine-learning classification noise
10 fold cross-validation in one-against-all SVM (using LibSVM)

I want to do a 10-fold cross-validation in my one-against-all support vector machine classification in MATLAB. I tried to somehow …

matlab machine-learning classification svm libsvm
PCA first or normalization first?

When doing regression or classification, what is the correct (or better) way to preprocess the data? Normalize the data -&…

machine-learning normalization classification regression pca
Weka Predictions to CSV

I've trained a classifier in Weka, and I'm able to use it on test data. Additionally, I can opt to …

csv weka classification output
Simple binary logistic regression using MATLAB

I'm working on doing a logistic regression using MATLAB for a simple classification problem. My covariate is one continuous variable …

matlab classification probability confidence-interval logistic-regression