Questions answered by Art Munson

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job prospects in machine learning/data mining

Mar 05 '14 at 00:30 Miao1 (asked by Miles Egan195 )

jobs machine-learning

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What's the correct way to calculate information gain ratio?

Feb 08 '13 at 19:36 Steven1

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990

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Sparse Features modeling with a Mixture of Gaussians

Nov 26 '12 at 13:44 Art Munson646 (asked by Leon Palafox ♦4085 )

sparsity mixture gaussians of

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Platt Calibration w/o Boosting

Aug 26 '12 at 12:58 Art Munson646 (asked by Leon Palafox ♦4085 )

calibration boosting

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binning fractional features for classification

May 16 '12 at 00:33 Art Munson646 (asked by marcopolo1 )

feature-selection features

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ROC curve from the result of a classification or clustering

Mar 27 '12 at 13:28 Art Munson646 (asked by shn462 )

clustering classification curve false-positives confusion-matrix

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Idiot-proof Machine Learning Methods

Mar 12 '12 at 11:59 Art Munson646 (asked by Jacob Jensen1914 )

machine-learning

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Classifier sensitivity to combination of categorical and numerical data

Mar 06 '12 at 19:23 Art Munson646 (asked by Dexter416 )

sensitive numerical classifier categorical

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large-scale learning of a single decision tree on a single core

Feb 14 '12 at 11:53 Yevgeny46 (asked by dgp1 )

decision-trees large-scale

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'Good' cost values SVM

Feb 09 '12 at 11:33 Art Munson646 (asked by Vam105 )

crossvalidation svm parameter-settings parameters

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Difference between linear regression prediction intervals and logistic regression probabilities

Feb 07 '12 at 11:55 Art Munson646 (asked by Robert Kubrick16 )

linear-regression logistic-regression prediction probability

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A grad student level Machine Learning Outline

Feb 02 '12 at 00:05 Leon Palafox ♦4085

ml courses

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genetic programming vs genetic algorithms

Dec 09 '11 at 17:20 nop241 (asked by carpi36 )

genetic

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sampling for manual evaluation of classification results

Nov 29 '11 at 20:36 Art Munson646 (asked by Alvise Loredan1 )

evaluation classification sampling

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What are the largest publicly available labeled classification datasets?

Nov 28 '11 at 04:48 MLnick121

available publicly dataset large amazon data

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Computationally efficient histogram approximations

Nov 18 '11 at 14:43 Art Munson646 (asked by kmore26 )

decision-trees histogram-approximation

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Confidence interval for the mean of means

Nov 09 '11 at 22:27 Chris Simokat176 (asked by Lars Eidnes1 )

confidence-intervals confidence statistics crossvalidation

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What method can determine the "genetic" origin (mix of sources) of a document?

Oct 24 '11 at 19:53 Art Munson646 (asked by Jacob Jensen1914 )

natural-language-processing machine-learning

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Measuring quality of unsupervised feature extraction

Oct 13 '11 at 13:12 Art Munson646 (asked by Justin Bayer1706 )

unsupervised feature-learning feature-extraction unsupervised-learning

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Using a histogram to estimate class label densities in a decision tree learner

Sep 07 '11 at 03:26 kmore26

semi-supervised decision-trees random-forests classification

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Ensemble Learning Methods

Aug 25 '11 at 20:34 Art Munson646 (asked by Muhammad Kashif Khan44 )

and svm ensemble learning

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MCMC sampling of decision tree space (vs random forests)

Aug 25 '11 at 13:55 probreasoning136

bagging mcmc monte-carlo prediction sampling decision-trees random-forests

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Techniques for mapping across two corpora?

Feb 17 '11 at 18:20 Art Munson646 (asked by kungpaochicken66 )

nlp topic-models mapping

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Computing inter-annotator agreement for multi-label data?

Feb 14 '11 at 06:35 Will Dwinnell312 (asked by Jan Snajder46 )

kappa statistics evaluation annotation labeled-data

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Running RF using 65000 features

Feb 01 '11 at 13:49 Art Munson646 (asked by Sandra Smieszek43 )

selection random forest feature

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Adding noise to (text) data

Dec 06 '10 at 13:00 Dave Lewis890 (asked by priya venkateshan164 )

text noise data noisy

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Schedule Forecasting

Sep 28 '10 at 13:01 Art Munson646 (asked by Anthony16 )

random-forests forecasting r prediction

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Random forest output: Which features are predictive of class?

Sep 25 '10 at 13:25 downer548 (asked by Sandra Smieszek43 )

random-forests interpretability classification

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fast inference in random forests?

Sep 24 '10 at 15:47 Art Munson646 (asked by yoavg741 )

random-forests inference

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Comparing Classifiers Scores

Sep 17 '10 at 03:22 cfg46

scoring confidence classification

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bagging or boosting

Sep 16 '10 at 00:05 Robert Layton1625 (asked by IdleBrain91 )

bagging boosting

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