subset-selection

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Here are 12 public repositories matching this topic...

cykbennie / prescience-r

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R package of the Approximate Best Subset Maximum Binary Prediction Rule (PRESCIENCE) proposed by Chen and Lee (2018).

statistics econometrics subset-selection

Updated Nov 1, 2018
R

airdipu / Data-Mining-using-R

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This project is on Data Mining process using R depending on ISLR book.

data-mining r svm linear-regression pca decision-trees lda ridge-regression pcr svm-classifier non-linear-regression pls subset-selection logisticsregression

Updated Jun 6, 2020
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pscharfe / Predicting-Coup-Outcomes-in-R

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dplyr logistic-regression rpart subset-selection

Updated Dec 20, 2020
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kaushikmanikonda / Industrial-Data-Analytics-and-Machine-Learning_ISEN_613

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Data Analytics and Machine Learning in R. Linear-regression, Logistic-regression, Hierarchical-clustering, Boosting, Bagging, Random-forests, K-means-clustering, K-nearest-neighbors (K-N-N), Tree-pruning, Subset-selection, LDA, QDA, Support Vector Machines (SVM)

data-science linear-regression statistical-learning supervised-learning logistic-regression machinelearning confusion-matrix bootstrapping unsupervised-learning support-vector-machines r-programming hierarchical-clustering boosting bagging random-forests k-means-clustering k-nearest-neighbors tree-pruning subset-selection multiple-linear-regression

Updated Mar 25, 2021
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devinaa1604 / Subset_Selection

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This aims to run a subset selection process on the data set using R

rstudio bic r2 subset-selection

Updated Mar 28, 2021
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sreyadhar / Supervised-Machine-Learning-R

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machine-learning r rstudio svm regression lasso logistic-regression cart ann linear-regression-models ridge subset-selection lda-qda

Updated May 6, 2021
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kaushikmanikonda / Design-and-Analysis-of-Industrial-Experiments_ISEN_616

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Designing Industrial Experiments, one-way, and two-way ANOVA analysis, Experimental design principles (Replication, Randomization, and Blocking), Parameter Estimation, Sample Variance

linear-regression r-programming subset-selection multiple-linear-regression best-subsets experimental-design-analysis two-way-anova one-way-anova anova-analysis

Updated May 11, 2021
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kwsthsve / Feature_Subset_Selection-and-Classification

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Find the simplest model and the best method to predict whether an observation belongs to categories LOWER/GREATER of 20% trimmed mean of "ncrim" variable. AUEB Computer Science course Statistical Learning.

statistical-learning classification subset-selection aueb-students aueb rlanguage