Questions Tagged With random-forests

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Incorporating the confidence in the training data into the ML model

Aug 06 at 20:51 Alex Trebeck1

random-forests

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526

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Logistic Regresion / SVM / Random Forest Implementation in Matlab

May 01 at 18:50 Lorenz Maier1

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510

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Random Forests overfitting/unbalanced classes?

Apr 19 at 14:04 lord121

random-forests

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517

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One decision tree or a random forest?

Jul 21 '14 at 14:12 JWainer91 (asked by Deepak Dayanand16 )

random-forests trees

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526

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can apply chi square test on KDD CUP'99 dataset?

Mar 19 '14 at 03:26 pari patel1

random-forests data-mining

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829

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Best resampling bootstrap method

Mar 17 '14 at 20:10 pari patel1

random-forests data mining machine-learning bootstrapping

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How to improved random forest algorithm for classification

Mar 12 '14 at 17:03 pari patel1

bagging weka classification random-forests machine learning java ensemble

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839

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Can Random Forests do much better than the 2.8% test error on MNIST?

Dec 06 '13 at 16:48 Max476

random-forests opencv r decision-trees machine-learning scikits-learn mnist

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715

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How well do Random Forests perform on the popular ML benchmarks?

Dec 05 '13 at 05:23 Max476

benchmark random-forests decision-trees ensemble mnist

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Why does random forest not work well for NLP tasks?

Feb 22 '14 at 00:02 Maarten131

nlp random-forests

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602

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Random forest with a mix of categorical and lexical features

Jun 16 '13 at 15:02 Issam Laradji121 (asked by Christian Jauvin1 )

random-forests lexical-features

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985

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Advice for proximity matrix in unsupervised random forest clustering

May 09 '13 at 18:30 Nael Johnson1

clustering random-forests classification unsupervised-learning

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482

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bin values before using a random forest?

May 01 '13 at 01:33 digdug245 (asked by r0u1i1 )

random-forests

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884

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Techniques for dealing with Imbalanced datasets

Apr 12 '13 at 10:41 Broccoli15 (asked by Issam Laradji121 )

binary auc imbalanced-data random-forests feature-extraction feature-selection ensemble

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848

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How to build consistent random forests?

Feb 15 '12 at 11:46 Andreas Mueller2686

bagging random-forests decision-trees

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How are classifications merged in an ensemble classifier?

Jan 22 '12 at 16:11 Cerin462

random-forests ensemble machine-learning naivebayes

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Using PCA with random subspace methods

Nov 18 '11 at 04:59 kmore26

random-forests pca classification

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How ensemble methods, bagging, random forests, boosting, consensus clustering, etc all fit together?

Sep 26 '11 at 13:25 Daniel Mahler1226 (asked by VassMan209 )

bagging clustering random-forests ensemble classifier

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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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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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Is there a way to explain a prediction from a random forest model?

Dec 05 '12 at 17:21 Taylor Brown1 (asked by Harlan Harris61 )

outputs random-forests explanation prediction classification

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Statistical validation of RF models

Dec 03 '10 at 00:26 Khader Shameer31

random-forests statistics feature-selection prediction

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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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