Showing 7 of total 7 results (show query)
ggobi
GGally:Extension to 'ggplot2'
The R package 'ggplot2' is a plotting system based on the grammar of graphics. 'GGally' extends 'ggplot2' by adding several functions to reduce the complexity of combining geometric objects with transformed data. Some of these functions include a pairwise plot matrix, a two group pairwise plot matrix, a parallel coordinates plot, a survival plot, and several functions to plot networks.
Maintained by Barret Schloerke. Last updated 11 months ago.
597 stars 16.15 score 17k scripts 154 dependents
pablo14
funModeling:Exploratory Data Analysis and Data Preparation Tool-Box
Around 10% of almost any predictive modeling project is spent in predictive modeling, 'funModeling' and the book Data Science Live Book (<https://livebook.datascienceheroes.com/>) are intended to cover remaining 90%: data preparation, profiling, selecting best variables 'dataViz', assessing model performance and other functions.
Maintained by Pablo Casas. Last updated 2 years ago.
100 stars 8.51 score 654 scripts
r-forge
modEvA:Model Evaluation and Analysis
Analyses species distribution models and evaluates their performance. It includes functions for variation partitioning, extracting variable importance, computing several metrics of model discrimination and calibration performance, optimizing prediction thresholds based on a number of criteria, performing multivariate environmental similarity surface (MESS) analysis, and displaying various analytical plots. Initially described in Barbosa et al. (2013) <doi:10.1111/ddi.12100>.
Maintained by A. Marcia Barbosa. Last updated 10 days ago.
6.83 score 269 scripts 3 dependents
persimune
explainer:Machine Learning Model Explainer
It enables detailed interpretation of complex classification and regression models through Shapley analysis including data-driven characterization of subgroups of individuals. Furthermore, it facilitates multi-measure model evaluation, model fairness, and decision curve analysis. Additionally, it offers enhanced visualizations with interactive elements.
Maintained by Ramtin Zargari Marandi. Last updated 6 months ago.
aiclassificationclinical-researchexplainabilityexplainable-aiinterpretabilitymachine-learningregressionshapstatistics
15 stars 5.43 score 12 scriptsggobi
DescribeDisplay:An Interface to the 'DescribeDisplay' 'GGobi' Plugin
Produce publication quality graphics from output of 'GGobi' describe display plugin.
Maintained by Dianne Cook. Last updated 2 years ago.
3.43 score 27 scripts
alexjcwitsil
imagefx:Extract Features from Images
Synthesize images into characteristic features for time-series analysis or machine learning applications. The package was originally intended for monitoring volcanic eruptions in video data by highlighting and extracting regions above the vent associated with plume activity. However, the functions within are general and have wide applications for image processing, analyzing, filtering, and plotting.
Maintained by Alex J.C. Witsil. Last updated 5 years ago.
2.34 score 11 scripts
cran
spikes:Detecting Election Fraud from Irregularities in Vote-Share Distributions
Applies re-sampled kernel density method to detect vote fraud. It estimates the proportion of coarse vote-shares in the observed data relative to the null hypothesis of no fraud.
Maintained by Arturas Rozenas. Last updated 9 years ago.
1.00 score