ramhiser / datamicroarrayLinks
A collection of small-sample, high-dimensional microarray data sets to assess machine-learning algorithms and models.
☆106Updated 9 years ago
Alternatives and similar repositories for datamicroarray
Users that are interested in datamicroarray are comparing it to the libraries listed below
Sorting:
- Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates☆20Updated 2 years ago
- 🔮 Benchmarking and visualization toolkit for penalized Cox models☆44Updated last month
- iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among features☆47Updated 4 years ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- Sparse Principal Component Analysis (SPCA) using Variable Projection☆68Updated 7 years ago
- Methods for subgroup identification / personalized medicine / individualized treatment rules☆32Updated 2 years ago
- Dimension Reduction and Estimation Methods☆54Updated 2 years ago
- Build dirichletprocess objects for data analysis☆59Updated last year
- R software for selective inference☆35Updated 5 years ago
- missForest is a nonparametric, mixed-type imputation method for basically any type of data for the statistical software R.☆98Updated last year
- An R library for accurate and fast calculations of Precision-Recall and ROC curves☆45Updated 2 months ago
- Perform PCA on data with missing values in R☆51Updated last year
- Stability Selection with Error Control☆26Updated 4 years ago
- Survival Support Vector Analysis☆16Updated 4 months ago
- R package for dimensionality reduction of small datasets☆69Updated 7 months ago
- DOCUMENTATION:☆128Updated 2 months ago
- Display and analyze ROC curves in R☆127Updated last week
- Regularization paths for regression models with grouped covariates☆34Updated last week
- This is a read-only mirror of the CRAN R package repository. mclust — Gaussian Mixture Modelling for Model-Based Clustering, Classifica…☆21Updated last year
- SNE Simulation Dataset Functions☆12Updated 5 months ago
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆39Updated 3 weeks ago
- R package for Empirical Bayes Factor Analysis.☆50Updated 8 months ago
- BhGLM (Bayesian hierarchical GLMs and survival models)☆19Updated last year
- Bayesian kernel machine regression☆59Updated 8 months ago
- Materials for Module 3 of the SISBID Workshop, Reproducible Research☆63Updated 8 years ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 3 years ago
- Monte Carlo Reference-based Consensus Clustering☆36Updated 5 years ago
- Nonnegative Linear Models (NNLM) and Nonnegative Matrix Factorization (NMF or NNMF).☆80Updated last year
- Diverse Cluster Ensemble in R☆38Updated last month
- biglasso: Extending Lasso Model Fitting to Big Data in R☆114Updated last week