pROC – How to Get Confidence Intervals or Generate a Confusion Matrix

Advertisements I used the pROC package to do an ROC analysis. It gave me the sensitivities, specificities, etc. The journal is requesting 95% confidence intervals for every statistic provided. I see I can do that in the epiR package, but I have to give it a confusion matrix. How do I use the threshold provided… Read More pROC – How to Get Confidence Intervals or Generate a Confusion Matrix

Dijkstras Binary Distribution

Advertisements Is there a representation of graphs in computers that optimizes spatial locality/cache performance (e.g., when running Dijkstra’s algorithm)? The binary spartial distribution compatibilibates the destructive nature of the intersection of the perpendicularities? >Solution : It’s usually better to think about spatial locality in terms of an algorithm, not a data structure. The same data… Read More Dijkstras Binary Distribution

How to build relevant auto generating tags recommendation model in python

Advertisements How to Build a Relevant Auto Generating Tags Recommendation Model in Python One of the most important features of any blog or website is its ability to recommend relevant tags to users. This not only helps users find related content easily, but it also improves the overall user experience. In this blog post, we’ll… Read More How to build relevant auto generating tags recommendation model in python

Fill_between python matplotlib not working as expected (ROC curve)

Advertisements I’m trying to fill in between two curves. It is supposed to be a ROC curve (with lower/upper boundaries) but I’m trying to plot only the lower boundary here for simplicity. import numpy as np from matplotlib import pyplot as plt tpr_mean = np.array([1.00000000e+00, 1.00000000e+00, 1.00000000e+00, 1.00000000e+00, 1.00000000e+00, 1.00000000e+00, 1.00000000e+00, 1.00000000e+00, 1.00000000e+00, 1.00000000e+00, 1.00000000e+00,… Read More Fill_between python matplotlib not working as expected (ROC curve)

How to generate a random number with the amount of digits, the user enters?

Advertisements I’m making a small math program for practice purposes. The user is supposed to enter, how many digits the two summands should have. I did this as shown below: import random digits = int(input(“How many digits should the numbers have? “)) if digits == 1: while True: num1 = random.randint(0,9) num2 = random.randint(0,9) solution… Read More How to generate a random number with the amount of digits, the user enters?