Title: feature selection Download
  • Category:
  • AI-NN-PR
  • Platform:
  • Python
  • File Size:
  • 2646016
  • Update:
  • 2020-09-13
  • Downloads:
  • 0
  • Uploaded by:
  • ch124
 Description: The present study provides a new measure of saliency for features by employing a Sensitivity Analysis (SA) technique called the extended Fourier amplitude sensitivity test, and a well-trained Feedforward Neural Network (FNN) model, which ultimately leads to the selection of a promising optimal feature subset. Ideas of the paper are mainly demonstrated based on adopting FNN model for feature selection in classification problems
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文件名大小更新时间
feature-selection-using-sensitivity-analysis-master 0 2018-12-23
feature-selection-using-sensitivity-analysis-master\README.md 1246 2018-12-23
feature-selection-using-sensitivity-analysis-master\codes_waveform.ipynb 30368 2018-12-23
feature-selection-using-sensitivity-analysis-master\data 0 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\arcene_data.csv 5081940 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\arcene_targets.csv 511 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\diabetes.txt 23008 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\diabetes_data.csv 21472 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\diabetes_targets.csv 1536 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\letter.txt 712565 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\letter_data.csv 672565 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\letter_targets.csv 52352 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\mushrooms.txt 374003 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\mushrooms_data.csv 237048 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\mushrooms_targets.csv 11288 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\waveform.txt 555497 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\waveform_data.csv 545497 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\waveform_targets.csv 10000 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\yeast.txt 74205 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\yeast_data.csv 71237 2018-12-23
feature-selection-using-sensitivity-analysis-master\data\yeast_targets.csv 2968 2018-12-23
feature-selection-using-sensitivity-analysis-master\fnn.py 6138 2018-12-23
feature-selection-using-sensitivity-analysis-master\import_data.py 3928 2018-12-23

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