
SVM
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A basic interface to OpenCV's SVM, as explained in http://docs.opencv.org/java/org/opencv/ml/CvSVM.html .
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SVD
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Reduced Singular Value Decomposition For more information on SVD, see: http://en.wikipedia.org/wiki/Singular_value_decomposition
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SVMSGD Wrapper
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This is a wrapper function for the Linear SVM with Stochastic Gradient Descent , designed to be passed into Bayesian optimization .
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Linear SVM with Stochastic Gradient Descent
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Learns a linear SVM trained with stochastic gradient descent, based on the implementation in scikitlearn, for classification of binarylabeled data.
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SMS Spam Detector
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Given a string representing a SMS message, classifies it as "spam" or "ham" (not spam) using a Linear SVM with Stochastic Gradient Descent trained on a publicly available dataset ...
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LibSVM
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This is the LibSVM classifier, as implemented in Weka: http://weka.sourceforge.net/doc.stable/weka/classifiers/functions/LibSVM.html
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SomeStats
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Give this algorithm an array of numbers and it will tell you the: min max variance standardDeviation mean median sum n (number of items) This algorithm uses the The Apache Commons...
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Random Allocator  Unlimited Items
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This algorithm allocates random percentages to each item in a list where the sum of the percentages equals 100%.
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Classification Scorer
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Runs input through five scikitlearn classification models, scores, and reports best model results for data input
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SMOreg
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This is the SMOreg classifier, as implemented in Weka: http://weka.sourceforge.net/doc.stable/weka/classifiers/functions/SMOreg.html
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Bounties give any user in Algorithmia the ability to request an algorithm that does not yet exist in the Algorithmia API. Learn more

In machine learning, support vector machines (SVMs) are supervised learning models with associated learning algorithms that analyze data and recognize patterns, used for...
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I would like to extract properties of popular microcontrollers, such as ATmega328 , ATmega32u4 , ATtiny85 and etc. Ultimately this would allow me to compare different...
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The Problem This is a generalization of the maximum satisfiability problem (a seperate bounty) is briefly described in http://en.wikipedia.org/wiki/Maximum_satisfiability_problem .
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