Top "Svm" questions

What are advantages of Artificial Neural Networks over Support Vector Machines?

ANN (Artificial Neural Networks) and SVM (Support Vector Machines) are two popular strategies for supervised machine learning and classification. It's …

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How to do multi class classification using Support Vector Machines (SVM)

In every book and example always they show only binary classification (two classes) and new vector can belong to any …

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Scikit Learn SVC decision_function and predict

I'm trying to understand the relationship between decision_function and predict, which are instance methods of SVC (http://scikit-learn.org/…

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What is the relation between the number of Support Vectors and training data and classifiers performance?

I am using LibSVM to classify some documents. The documents seem to be a bit difficult to classify as the …

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using OpenCV and SVM with images

I am having difficulty with reading an image, extracting features for training, and testing on new images in OpenCV using …

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Making SVM run faster in python

Using the code below for svm in python: from sklearn import datasets from sklearn.multiclass import OneVsRestClassifier from sklearn.svm …

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Getting an error "(subscript) logical subscript too long" while training SVM from e1071 package in R

I am training svm using my traindata. (e1071 package in R). Following is the information about my data. > str(…

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Example of 10-fold SVM classification in MATLAB

I need a somehow descriptive example showing how to do a 10-fold SVM classification on a two class set of …

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ValueError: setting an array element with a sequence. while using SVM in scikit-learn

I have been working on scikit-learn SVMs for a binary classification problem. I have calculated the features of audio files …

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An example using python bindings for SVM library, LIBSVM

I am in dire need of a classification task example using LibSVM in python. I don't know how the Input …

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