https://github.com/jacob-ian/pulsarvalidator

This program will validate the output of the PulsarClassifier against a list of known pulsars.
https://github.com/jacob-ian/pulsarvalidator

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This program will validate the output of the PulsarClassifier against a list of known pulsars.

• Host: GitHub
• URL: https://github.com/jacob-ian/pulsarvalidator
• Owner: jacob-ian
• License: gpl-3.0
• Created: 2020-05-28T13:41:06.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-10-13T22:23:15.000Z (about 4 years ago)
• Last Synced: 2024-11-06T07:29:47.865Z (about 2 months ago)
• Language: Java
• Size: 52.7 KB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: readme.md
  • License: LICENSE

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README

        
# Pulsar Validator

This program works in two modes:

1. Compare the positive and negative output of [PulsarClassifier](https://github.com/jacob-ian/PulsarClassifier) to the list of known pulsars.

1. Create a list of the feature extracted pulsars.

## Requirements

* Java 1.6 or later

* Pulsar classification test candidate data

  * A list of the pulsars included in the data set (one candidate per line)

* Outputs from [PulsarClassifier](https://github.com/jacob-ian/PulsarClassifier).

## Usage

1. Use [PulsarFeatureLab](https://github.com/scienceguyrob/PulsarFeatureLab.git) to generate a testing dataset from known pulsars and non-pulsars.

1. Create a list of pulsars included in the testing dataset (one pulsar per line of the file).

1. Use [PulsarClassifier](https://github.com/jacob-ian/PulsarClassifier.git) to classify the testing dataset.

1. Download the file `pulsarvalidator-1.0-full.jar` located inside the `target` directory of this repository.

1. Run the command:

```

$ java -jar pulsarvalidator-1.0-full.jar -v [PATH TO LIST OF PULSARS] [PATH TO .POSITIVE CLASSIFIER OUTPUT] [PATH TO .NEGATIVE CLASSIFIER OUTPUT]

```

## Output

This program will output the following statistics:

* Number of Pulsars

* Number of Detected Pulsars

* True Positives

* False Positives

* Number of Non-Pulsars

* Number of Detected Non-Pulsars

* True Negatives

* False Negatives

## License

This software is produced under the GNU General Public License Version 3.