iNNE | repository contains the software of the anomaly\outlier | Predictive Analytics library

by tharindurb Java Version: Current License: No License

X-Ray Key Features Code Snippets Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | iNNE Summary

iNNE is a Java library typically used in Analytics, Predictive Analytics applications. iNNE has no bugs, it has no vulnerabilities and it has low support. However iNNE build file is not available. You can download it from GitHub.

This repository contains the software of the anomaly\outlier detection algorithm INNE (isolation using Nearest Neighbour Ensemble). Refer to the following publications for more technical details about the algorithm. Conference Paper: Efficient Anomaly Detection by Isolation Using Nearest Neighbour Ensemble (Thesis: Isolation based anomaly detection: a re-examination(The software is written in JAVA and can be run using the command line (in both Windows and Linux). This software requires JAVA environment to be installed in the system. The software accepts the following parameters: S: Sample Size (default value 8) T: Ensemble Size (default value 100) dataFile: dataset name fileType: dataset format (this software only accepts ARFF and CSV formats. CSV dataset must contain a header row as the first row) hasLabels: set this flag if the dataset has labels. The labels must be 0 (normal\inlier) and 1 (anomaly\outlier). Labels must be in the last column of the dataset. If this flag is set then the software will calculate the AUC (Area Under the Receiver Operating Characteristic curve) value of the anomaly detector. Example command line call: java -cp INNE.jar outlier.INNE -S 32 -T 100 -dataFile sample_data.arff -hasLabels -fileType arff.

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Security

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Support

iNNE has a low active ecosystem.

It has 9 star(s) with 5 fork(s). There are 2 watchers for this library.

It had no major release in the last 6 months.

iNNE has no issues reported. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of iNNE is current.

Quality

iNNE has no bugs reported.

Security

iNNE has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

iNNE does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

iNNE releases are not available. You will need to build from source code and install.

iNNE has no build file. You will be need to create the build yourself to build the component from source.

Top functions reviewed by kandi - BETA

kandi has reviewed iNNE and discovered the below as its top functions. This is intended to give you an instant insight into iNNE implemented functionality, and help decide if they suit your requirements.

The main method of the NNNE
Creates the ensemble
Calculate the scores based on the selection
Writes the output to a file
Calculates the AUC
Get a random permutation
Run the ensemble
Calculates the Euclidean distance
Initialize the variables

Get all kandi verified functions for this library.

iNNE Key Features

No Key Features are available at this moment for iNNE.

iNNE Examples and Code Snippets

No Code Snippets are available at this moment for iNNE.

Community Discussions

Trending Discussions on iNNE

React Js - reaching inner functions with outer variables

How to change length of word by loop?

Python Pandas: group by is dropping columns

Python dictionary based on input file

Ways to call method local inner class from outside

The invalid JSON. The missing symbol

How to select random data in a dataset for all group excluding current group

Check search input if value matches in array and show respons

Append string of text into existing element jQuery

How to extract values from top level, by checking nested value?

QUESTION

React Js - reaching inner functions with outer variables

Asked 2021-May-04 at 13:50

I got a quick question. Is there anyway to have a global variable that reaches the inne functions in this code. I other words i don't want to have to repeat the line "const user = JSON.parse(localStorage.getItem("user"));"

but rather have a global variable for the user.accessToken

...

ANSWER

Answered 2021-May-04 at 13:50

I'd suggest using React Context https://reactjs.org/docs/context.html

Firstly, create a new context named userContext, or something fancy

Source https://stackoverflow.com/questions/67386022

QUESTION

How to change length of word by loop?

Asked 2021-Mar-18 at 21:15

I would like to change length of word in every field in column of my dataframe. I have prepared some solution but it didn't work. Where is the problem? I got the error.

Error: TypeError: replace expected at least 2 arguments, got 1

Df:

...

ANSWER

Answered 2021-Mar-18 at 15:47

Maybe using pandas apply maybe more straightforward:

Source https://stackoverflow.com/questions/66694124

QUESTION

Python Pandas: group by is dropping columns

Asked 2021-Mar-18 at 14:12

My problem is after group by I have left another columns than in functions and index. I would like to get all columns after groupby and index. How can I solve that?

The code:

...

ANSWER

Answered 2021-Mar-18 at 14:12

You should add all the columns that you do not want to aggregate to the index, and reset the index when done:

Source https://stackoverflow.com/questions/66692517

QUESTION

Python dictionary based on input file

Asked 2021-Mar-03 at 21:15

I'm trying to create a dictionary object like below using the input file data structure as below, During conversion inner object is being replicated. Any advise what fix is needed for desire output

input file data:/home/file1.txt

...

ANSWER

Answered 2021-Mar-03 at 21:15

With just a little change, you will get it. You were pretty close.

The modification includes checking for empty line. When the line is empty, write inn data to out and then clear out inn.

Source https://stackoverflow.com/questions/66464840

QUESTION

Ways to call method local inner class from outside

Asked 2021-Feb-22 at 15:46

public class OuterMain {
    public static void main(String[] args) {
        Outer outer = new Outer();
        outer.m2();
    }
}

class Outer {
    public void m1() {
        class Inner {
            void display() {
                System.out.println("msg is displayed");
            }
        }
        Inner inn = new Inner();
        //cannot write code to call display() here
    }
    
    public void m2() {
    //inner.display();
    }
}

...

ANSWER

Answered 2021-Feb-21 at 01:40

In Java, we can write a class within a method and this will be a local type. Like local variables, the scope of the inner class is restricted within the method.

A method-local inner class can be instantiated only within the method where the inner class is defined. The following program shows how to use a method-local inner class

instantiate the class at proper point. I will show you the code* package com;

Source https://stackoverflow.com/questions/66298165

QUESTION

The invalid JSON. The missing symbol

Asked 2021-Feb-13 at 06:16

I have a JSON file with not valid structure. The error occures on the line 181 (propery "edu_data"). In VS code the description of problen is "expecting comma (json 514)". In the online JSON validator the error message is "Expecting comma or ], not colon".

I've checked the JSON manully a lot of times but can't figure out where I'd missed the symbol. So please help me to find the missing symbol.

...

ANSWER

Answered 2021-Feb-13 at 06:16

Here is your Valid JSON, it was the array symbol creating the issue. Array closing was missing before edu_data key.

Source https://stackoverflow.com/questions/66182162

QUESTION

How to select random data in a dataset for all group excluding current group

Asked 2021-Feb-02 at 23:22

I have a dataset as follows

...

ANSWER

Answered 2021-Feb-02 at 23:22

I think your code makes a lot of sense. One optimization that you might try is to map the groups to integers to simplify the masking, e.g.

Source https://stackoverflow.com/questions/65955053

QUESTION

Check search input if value matches in array and show respons

Asked 2021-Feb-02 at 11:43

First of all, I am really new to Javascript and has just started the last weeks.

What i want:

A searchbar where a user can type their postcode and then the script searches through array to see if postnumber is in either of the objects - then responding the message found in the object it is located in.

I get it to respond the the message - but only for the first postnumber. I guess the problem is within the loop.

...

ANSWER

Answered 2021-Feb-02 at 11:43

use Array.prototype.includes on codes :

Source https://stackoverflow.com/questions/66008829

QUESTION

Append string of text into existing element jQuery

Asked 2020-Nov-25 at 10:26

I want to append some text into this existing text which is on the site, using jQuery. I've tried a lot of parent(), child(), next(), find(), no luck! Please assist. Appreciate it. Look at the image below.

I've tried this, one of many attempts:

...

ANSWER

Answered 2020-Nov-25 at 08:34

I hope the following code helps.

This code $('.align-left').next().append("

Usynlig tewfekst test

");

Can you change it $('.align-left').append("

Usynlig tewfekst test

");

Example here: https://codepen.io/yasgo/pen/wvzwpRQ

Source https://stackoverflow.com/questions/65000967

QUESTION

How to extract values from top level, by checking nested value?

Asked 2020-Nov-20 at 17:18

I need to extract all organizer_inn and organizer_name if suppliers winner is "True".

For example I need extract all organizer_inn where 0278197430.

My code is next:

...

ANSWER

Answered 2020-Nov-20 at 15:48

You can use .filter() and .find() for this.

Source https://stackoverflow.com/questions/64932385

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

Vulnerabilities

No vulnerabilities reported

Install iNNE

You can download it from GitHub.
You can use iNNE like any standard Java library. Please include the the jar files in your classpath. You can also use any IDE and you can run and debug the iNNE component as you would do with any other Java program. Best practice is to use a build tool that supports dependency management such as Maven or Gradle. For Maven installation, please refer maven.apache.org. For Gradle installation, please refer gradle.org .

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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