arff | Read and write arff files using Python
kandi X-RAY | arff Summary
kandi X-RAY | arff Summary
Where this is the example file:.
Support
Quality
Security
License
Reuse
Top functions reviewed by kandi - BETA
- Dump row_iterator to file
- Yield lines
- Convert obj to repr
- Write row to file
- Convert a row
- Close the stream
- Dump data as a table
- Return a unicode object
- Yield lines from a row
- Run the source
- Validate options
- Add optional types
arff Key Features
arff Examples and Code Snippets
Community Discussions
Trending Discussions on arff
QUESTION
I want to count the numbers of true values between two String
from my training data, however, the code I implemented only counts the number of instances that are true as opposed to the total sum that are true.
ANSWER
Answered 2021-May-09 at 01:52Instead of comparing strings, why don't you just compare the numeric prediction obtained from classifyInstance
with the actual numeric class label from the training data (train.instance(i).classValue()
)?
Since you didn't post your full code (the DatasetLoading
class is missing), here is a simple rewrite of your code. The class expects the filename of the dataset to use as the first parameter. This class uses two approaches for evaluating the model: manual comparison of the predictions and using Weka's Evaluation class (which gives you a whole lot more statistics).
QUESTION
I was going through a private lecture video where the lecturer was trying to build a histogram classifier. I imitated the code though mine returns an error when I get to:
...ANSWER
Answered 2021-May-04 at 17:38In Java you can't write ins.value(attIndex:0)
. In Visual Basic there is some syntax like this, but in Java just write ins.value(0)
. As somebody mentioned before, it's maybe a hint from the IDE. (I saw this in IntelliJ before.)
QUESTION
I'm trying to count the number of instances from a specific attribute in a .arff
file. Although, I can only seem to select the attributes and not the values from the data where it appears.
In this case, I'm trying to select the number of times Wins appear in the data, however, the code only selects for the value Wins
in the attribute.
Here's what I'm using:
...ANSWER
Answered 2021-Apr-28 at 03:07Instead of retrieving the third nominal value of the third attribute (Javadoc), you could use the Instances.attributeStats(int)
method (Javadoc) to get the statistics for the third attribute (AttributeStats Javadoc).
QUESTION
I'm trying to upload a .arff
file into my Eclipse IDE so that I can run some machine learning tests, and would really like the community to help to solve this problem with me.
The aim is to create a static method loadData
that takes a String for the file path as an argument and returns an Instances object.
However, the value of the local variable train
is not used for some reason.
The code I am using:
...ANSWER
Answered 2021-Apr-25 at 07:13I recommend to have a look at the Weka wiki entry on how to use the Weka API.
Here's a quick modification of your code:
QUESTION
i'm new to the world of machine learning and i'm studying rnn to classify timeseries. I am studying this dataset https://archive.ics.uci.edu/ml/datasets/EEG+Eye+State# consisting of 14 timeseries with a number of steps equal to 14980 per timeseries what I would like to get is a set of timeseries with exactly 20 timesteps so a numpy array having shape (749,20,14) where 749 is the number of timeseries, 20 is the number of timesteps for timeseries and 14 is the number of values per timestep. This array will then be given inuput to the net for training. What is the right way to achieve this?
starting dataframe, the last column contains integers to classify the timeseries
...ANSWER
Answered 2021-Apr-17 at 14:18Since you're using the EEG Eye State
data set and:
All values are in chronological order with the first measured value at the top of the data.
You could use the TimeseriesGenerator
from the tensorflow.keras
utility class to generate the batches of temporal data.
QUESTION
ANSWER
Answered 2021-Mar-10 at 06:31Seems like you missed import smile.read
QUESTION
I am trying to analyze the titanic dataset and build a predictive model. I have preprocessed the datasets. Now while I am trying to predict using the test set and I don't know why it doesn't show any result.
...ANSWER
Answered 2021-Feb-10 at 17:41If you open the two files (training and test set) you will notice a difference: in the training set the last column has value 0
or 1
, whereas in the test set it has ?
(undefined).
This means that your test set doesn't contain the answers, therefore Weka cannot do any evaluation. It could do predictions though.
QUESTION
I want to do some work with weka in java. I've added the weka-src.jar and the weka-dev-3.7.10 jar in the java build path and my code doesn't show any error before running it. After I run the code it gives me the following error
...ANSWER
Answered 2021-Jan-10 at 20:41As said in the comments below by Zastai, you added the weka jars to the build path, but the relevant weka jar needs to be in the classpath as well.
QUESTION
If I am using two method (NN and KNN) with caret and then I want to provide significance test, how can I do wilcoxon test.
I provided sample of my data as follows
...ANSWER
Answered 2020-Jun-04 at 00:38Does this work for you?
QUESTION
So I have this JSX element that I am attempting to render in the Class component. It is essentially a visual provided by D3's React library. However, I am receiving this error upon attempting to render the D3 visual:
Unhandled Rejection (Error): Element type is invalid: expected a string (for built-in components) or a class/function (for composite components) but got: undefined. You likely forgot to export your component from the file it's defined in, or you might have mixed up default and named imports.
Below are some relevant code snippets of where the error is occurring:
The builder function to pass all the necessary props to the D3 library
...ANSWER
Answered 2020-Aug-18 at 19:02You likely forgot to export your component from the file it's defined in, or you might have mixed up default and named imports.
You aren't exporting your classes/functions as it is required.
Exporting without default means it's a "named export". You can have multiple named exports in a single file. So if you do this,
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install arff
You can use arff like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
Support
Reuse Trending Solutions
Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items
Find more librariesStay Updated
Subscribe to our newsletter for trending solutions and developer bootcamps
Share this Page