plotROC | Interactive ROC plots with ggplot d3.js | Data Visualization library

 by   sachsmc HTML Version: v1.3 License: Non-SPDX

kandi X-RAY | plotROC Summary

kandi X-RAY | plotROC Summary

plotROC is a HTML library typically used in Analytics, Data Visualization applications. plotROC has no vulnerabilities and it has low support. However plotROC has 17 bugs and it has a Non-SPDX License. You can download it from GitHub.

Interactive ROC plots with ggplot + d3.js.
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            kandi-support Support

              plotROC has a low active ecosystem.
              It has 74 star(s) with 13 fork(s). There are 4 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 3 open issues and 44 have been closed. On average issues are closed in 95 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of plotROC is v1.3

            kandi-Quality Quality

              plotROC has 17 bugs (0 blocker, 0 critical, 5 major, 12 minor) and 1 code smells.

            kandi-Security Security

              plotROC has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              plotROC code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              plotROC has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              plotROC releases are available to install and integrate.
              Installation instructions, examples and code snippets are available.
              It has 1853 lines of code, 0 functions and 4 files.
              It has low code complexity. Code complexity directly impacts maintainability of the code.

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            plotROC Key Features

            No Key Features are available at this moment for plotROC.

            plotROC Examples and Code Snippets

            No Code Snippets are available at this moment for plotROC.

            Community Discussions

            QUESTION

            Why is geom_roc from ggplot vs plot.roc giving such drastic difference in ROC?
            Asked 2022-Mar-17 at 17:15

            I supposed I have a training sent here.

            ...

            ANSWER

            Answered 2022-Mar-17 at 17:15

            The order of your factor levels is ignored by geom_roc. Notice that whichever way round your assign your levels = c('R', 'M'), you get the warning:

            Source https://stackoverflow.com/questions/71516298

            QUESTION

            ROC curves plotting individually and not going into plot grids, plot_grid() function in R not working
            Asked 2021-Dec-07 at 15:28

            I'm just trying to plot the ROC curves in a plot grid in Rstudio, the neural net models are all working but the ROC curves just won't go in a grid layout, they plot individually but there's a lot more than this and the markdown file would be like 20 pages long. I've reduced all models to two neurons as dummy-data to make it run quickly, only setwd() and the read in data lines need to be adapted.

            Here's the empty plot grids:

            But here you can see they work and will plot individually:

            ...

            ANSWER

            Answered 2021-Dec-07 at 15:28

            I will give you an answer based on the pROC package (which I created an maintain).

            First I'm creating a list of ROC curves:

            Source https://stackoverflow.com/questions/70146315

            QUESTION

            My plot_grids using cowplot in R with ggplot2 are missing one of the four plots in the grid?
            Asked 2021-Nov-25 at 00:52

            Sorry for the mess of how much code I'm posting but I'm missing one of the four ggplots using plot_grid with the package cowplot, there should be four in the grid and for some reason one of them is missing, does anyone know why?

            Here's the plot_grids that are missing one of the four graphs:

            Here's the error:

            ...

            ANSWER

            Answered 2021-Nov-25 at 00:52

            QUESTION

            I'm missing the second line in a ggplot, there should be test and train lines present?
            Asked 2021-Nov-24 at 16:43

            I'm trying to use ggplot2 using R to graph a train and test curve for the iterative error rates of a neural network. There should be two lines but I'm only seeing just the test line, does anyone know what happened? It looks like when I used head(error_df) every type is labelled as test for some reason.

            Edit: even with just error_df without any subsets it's still not showing the line for the training set's error, this also includes various ranges such as error_df[2500:5000, 7500:10000,]

            Here's the ggplot graph:

            Here's the code and this is a link to a public google spreadsheet of the data:

            ...

            ANSWER

            Answered 2021-Nov-24 at 15:51

            You created a data frame (error_df) with three columns by concatenating two variable together into one column, thus the variables were filled one after the other. However, you're limiting your plot from rows 5000 to 10000 of the data.

            ggplot(error_df[c(5000:10000, 15000:20000),], aes(iter, Error, color = type, each = length(test_error))) + geom_line()

            should show both curves.

            Source https://stackoverflow.com/questions/70097845

            QUESTION

            `table` not showing in matrix format
            Asked 2020-Feb-25 at 07:17

            I'm trying to generate a confusion table using the HMDA data from the AER package. So I ran a probit model, predict on testing set, and use table() function to generate a 2 by 2 plot, but R just returns me a long list, not showing the 2 by 2 matrix that I wanted.

            Could anyone tell me what's going on>

            ...

            ANSWER

            Answered 2020-Feb-25 at 07:17

            You need to specify the threshold or cut-point for predicting a dichotomous outcome. Predict returns the predicted values, not 0 / 1.

            And be careful with the predict function as the default type is "link", which in your case is the "probit". If you want predict to return the probabilities, specify type="response".

            Source https://stackoverflow.com/questions/60389037

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install plotROC

            This is the development version of the package. It can be installed from github with.

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            gh repo clone sachsmc/plotROC

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            git@github.com:sachsmc/plotROC.git

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