MKclass

Statistical Classification

CRAN Package

Performance measures and scores for statistical classification such as accuracy, sensitivity, specificity, recall, similarity coefficients, AUC, GINI index, Brier score and many more. Calculation of optimal cut-offs and decision stumps (Iba and Langley (1991), doi:10.1016/B978-1-55860-247-2.50035-8) for all implemented performance measures. Hosmer-Lemeshow goodness of fit tests (Lemeshow and Hosmer (1982), doi:10.1093/oxfordjournals.aje.a113284; Hosmer et al (1997), doi:10.1002/(SICI)1097-0258(19970515)16:9<965::AID-SIM509>3.0.CO;2-O1097-0258(19970515)16:9%3C965::AID-SIM509%3E3.0.CO;2-O)). Statistical and epidemiological risk measures such as relative risk, odds ratio, number needed to treat (Porta (2014), doi:10.1093/acref/9780199976720.001.0001).


Documentation


Team


Insights

Last 30 days

This package has been downloaded 195 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 4 times.

Sun
Mon
Tue
Wed
Thu
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Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
0 downloadsMar 5, 2025
5 downloadsMar 6, 2025
3 downloadsMar 7, 2025
5 downloadsMar 8, 2025
1 downloadsMar 9, 2025
5 downloadsMar 10, 2025
8 downloadsMar 11, 2025
6 downloadsMar 12, 2025
6 downloadsMar 13, 2025
8 downloadsMar 14, 2025
5 downloadsMar 15, 2025
3 downloadsMar 16, 2025
5 downloadsMar 17, 2025
20 downloadsMar 18, 2025
7 downloadsMar 19, 2025
11 downloadsMar 20, 2025
10 downloadsMar 21, 2025
11 downloadsMar 22, 2025
5 downloadsMar 23, 2025
5 downloadsMar 24, 2025
9 downloadsMar 25, 2025
11 downloadsMar 26, 2025
10 downloadsMar 27, 2025
6 downloadsMar 28, 2025
7 downloadsMar 29, 2025
5 downloadsMar 30, 2025
3 downloadsMar 31, 2025
3 downloadsApr 1, 2025
4 downloadsApr 2, 2025
4 downloadsApr 3, 2025
4 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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20

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,947 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Aug 05, 2024 with 74 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Suggests4 packages