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mccf1  

Creates the MCC-F1 Curve and Calculates the MCC-F1 Metric and the Best Threshold
View on CRAN: Click here


Download and install mccf1 package within the R console
Install from CRAN:
install.packages("mccf1")

Install from Github:
library("remotes")
install_github("cran/mccf1")

Install by package version:
library("remotes")
install_version("mccf1", "1.1")



Attach the package and use:
library("mccf1")
Maintained by
Chang Cao
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-08-13
Latest Update: 2019-11-11
Description:
The MCC-F1 analysis is a method to evaluate the performance of binary classifications. The MCC-F1 curve is more reliable than the Receiver Operating Characteristic (ROC) curve and the Precision-Recall (PR)curve under imbalanced ground truth. The MCC-F1 analysis also provides the MCC-F1 metric that integrates classifier performance over varying thresholds, and the best threshold of binary classification.
How to cite:
Chang Cao (2018). mccf1: Creates the MCC-F1 Curve and Calculates the MCC-F1 Metric and the Best Threshold. R package version 1.1, https://cran.r-project.org/web/packages/mccf1. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0 (2018-08-13 16:40)
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Complete documentation for mccf1
Functions, R codes and Examples using the mccf1 R package
Some associated functions: autoplot.mccf1 . mccf1 . summary.mccf1 . 
Some associated R codes: mccf1.R .  Full mccf1 package functions and examples
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