Questions tagged [kappa]

Kappa is a command line tool that makes it easier to deploy, update, and test functions for AWS Lambda.

There are quite a few steps involved in developing a Lambda function. You have to:

  • Write the function itself
  • Create the IAM role required by the Lambda function itself (the executing role) to allow it access to any resources it needs to do its job
  • Add additional permissions to the Lambda function if it is going to be used in a Push model (e.g. S3, SNS) rather than a Pull model.
  • Zip the function and any dependencies and upload it to AWS Lambda
  • Test the function with mock data
  • Retrieve the output of the function from CloudWatch Logs Add an event source to the function
  • View the output of the live function

Kappa tries to help you with some of this. It allows you to create an IAM managed policy or use an existing one. It creates the IAM execution role for you and associates the policy with it. Kappa will zip up the function and any dependencies and upload them to AWS Lambda. It also sends test data to the uploaded function and finds the related CloudWatch log stream and displays the log events. Finally, it will add the event source to turn your function on.

If you need to make changes, kappa will allow you to easily update your Lambda function with new code or update your event sources as needed.

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Result verification with Weka Experiment tab with individual classifier models

I ran different classifiers on the same dataset. I got some statistical values after run the classifiers. This is the summary of all classifiers I am using Weka to trained the model. Weka itself has a method to compare different algorithms. For…
Encipher
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How to take into account missing data in Kappa coefficient calculation?

I am calculating an inter-rater agreement for a biological question. Basicaly, 6 readers are evaluated on 60 subjects with 2 possibilities categorical scale for each subjects. I am using kappam.fleiss function on R to do so. My question is: how to…
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SPSS computes Fleiss Multirater Kappa instead of Cronbach Alpha

Im having difficulty computing Cronbach's Alpha on a measure's subscales. The subscales are all likert ratings, of which the variables have been set up as ordinal string variables with 7 (0 to 6) values. When I use Analyze>Scale>Reliability and put…
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The problem about ROC curve and threshold in R

I have some data about the occurrence of turtles in different temperature and I use glm() to calculate the predicted probability of occurrence in each temperature. Then I plot ROC curve and max kappa. What does max kappa mean? What does the x axis…
Gloam
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Intensity Raster into Kappa

I am writing some code to simulate a forest stand. I have simulated the positions of large and medium sized trees using Spatstats. The next step I want to do is simulate smaller trees. I have been trying to write some code that enables the smaller…
Guy Benett
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R - Count duplicates values for each row

I'm working on a data frame that requires to calculate Fleiss's Kappa for inter-rater agreements. I'm using the 'irr' package for that. Besides that, I need to count, for each observation, how many of raters are in agreement. My data looks like…
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Sort a contingency table without changing table class

I want to reorder factors of cont.table test.a <- c(rep(1,20),rep(0,40)) test.b <- c(rep(1,25),rep(0,35)) cont.table <- addmargins(table(test.a, test.b)) test.b test.a 0 1 Sum 0 35 5 40 1 0 20 20 Sum 35 25 60 I want to…
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The ranges of the measures in interestMeasure function in arules package, R are not same as the description in the package manul

I am using artules package, R to find the positively related products. I use some measures provided by the function interestMeasure to evaluate the rules. However, I found that the ranges for the measures kappa and leastContradiction are different…
Feng Chen
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