kaushalshetty / featureselectionga Goto Github PK
View Code? Open in Web Editor NEWFeature Selection using Genetic Algorithm (DEAP Framework)
License: MIT License
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puneethapai micseb ruslandzh61 cph315 dophan advancer-debug vaibhavsanjaylalka sandhyasubramani nguyenlanh hengkar irenehongc monica1005 shubhampachori12110095 grseb9s rajeevyadav chunyanyin11 kusmahendra sumeshks29 a7medabdeldaim ragadharsini angayarkannipitchumani jpark77 kseromania hongweixu1995 sakibreza arquenum13 nicholasg97 zfy1989lee inoufalsubaie gauravgs06 gubertoli mekhod zoegm1997 subho-ghosh mathmachado asucan milkboylyf sdjoko davidhbrann maods2 kepy97 xinhen ad76gupta guoliangxun sandy4321 parvij chenhq suja187 abitharae xm1490 chandupentela72 ghayth82 marcjermaine-pontiveros amirhszd forrest-zhangchn zaza-ipynb haisaco good-repos wenke97 michaellinp nguljh jnmaomao zxy3 daringpig ashishpatel26 ashish7406 ustbcmspjy 321hg itcathyh rakdol escapespaceship bluebell136 armlynobinguar longshen931 xfx88 profbressan python-repository-hub hankaul webclinic017 faizal1214 tdl77 wangze09 lukaspetterss0n rmallof colbybrown yoyo-cup yuthreestone harel-coffee jmj8038 shouhengtuofeatureselectionga's Issues
Is there a way to parallelize?
I noticed my CPU usage would top off at 25% no matter how much the population size I set.
ModuleNotFoundError: No module named 'feature_selection_ga'
I have installed DEAP even tough i am getting this error, Why am i getting this error?
C:\Python27\lib\pkgutil.py:183: ImportWarning: Not importing directory
plz help to time run
error
C:\Python27\lib\site-packages\deap\tools_hypervolume\pyhv.py:33: ImportWarning: Falling back to the python version of hypervolume module. Expect this to be very slow.
"module. Expect this to be very slow.", ImportWarning)
C:\Python27\lib\pkgutil.py:183: ImportWarning: Not importing directory 'C:\Users\taha\AppData\Roaming\Python\Python27\site-packages\mpl_toolkits': missing init.py
file, filename, etc = imp.find_module(subname, path)
C:\Python27\lib\pkgutil.py:183: ImportWarning: Not importing directory 'c:\users\taha\appdata\roaming\python\python27\site-packages\mpl_toolkits': missing init.py
file, filename, etc = imp.find_module(subname, path)
C:\Python27\lib\pkgutil.py:183: ImportWarning: Not importing directory 'C:\Python27\lib\site-packages\google': missing init.py
file, filename, etc = imp.find_module(subname, path)
C:\Python27\lib\pkgutil.py:183: ImportWarning: Not importing directory 'c:\python27\lib\site-packages\google': missing init.py
file, filename, etc = imp.find_module(subname, path)
C:\Python27\lib\pkgutil.py:183: ImportWarning: Not importing directory 'C:\Python27\lib\site-packages\google\cloud': missing init.py
file, filename, etc = imp.find_module(subname, path)
C:\Python27\lib\pkgutil.py:183: ImportWarning: Not importing directory 'C:\Python27\lib\site-packages\google\cloud\proto': missing init.py
file, filename, etc = imp.find_module(subname, path)
C:\Python27\lib\pkgutil.py:183: ImportWarning: Not importing directory 'C:\Python27\lib\site-packages\google\cloud\proto\pubsub': missing init.py
file, filename, etc = imp.find_module(subname, path)
C:\Python27\lib\pkgutil.py:183: ImportWarning: Not importing directory 'C:\Python27\lib\site-packages\google\cloud\proto\datastore': missing init.py
file, filename, etc = imp.find_module(subname, path)
C:\Python27\lib\pkgutil.py:183: ImportWarning: Not importing directory 'C:\Python27\lib\site-packages\google\pubsub': missing init.py
file, filename, etc = imp.find_module(subname, path)
C:\Python27\lib\pkgutil.py:183: ImportWarning: Not importing directory 'C:\Python27\lib\site-packages\google\logging': missing init.py
file, filename, etc = imp.find_module(subname, path)
C:\Python27\lib\pkgutil.py:183: ImportWarning: Not importing directory 'C:\Python27\lib\site-packages\google\iam': missing init.py
file, filename, etc = imp.find_module(subname, path)
C:\Python27\lib\pkgutil.py:183: ImportWarning: Not importing directory 'C:\Python27\lib\site-packages\google\cloud\logging': missing init.py
file, filename, etc = imp.find_module(subname, path)
C:\Python27\lib\pkgutil.py:183: ImportWarning: Not importing directory 'C:\Python27\lib\site-packages\google\cloud\gapic': missing init.py
file, filename, etc = imp.find_module(subname, path)
C:\Python27\lib\pkgutil.py:183: ImportWarning: Not importing directory 'C:\Python27\lib\site-packages\google\cloud\gapic\pubsub': missing init.py
file, filename, etc = imp.find_module(subname, path)
plz help tanks
plz exampl for run program send for me . tanks
TypeError: unhashable type: 'slice'
Hello, when I ran your code got "TypeError: unhashable type: 'slice' ".Can you help me analyze the problem?thanks
import pandas as pd from sklearn.linear_model import LogisticRegression from feature_selection_ga import FeatureSelectionGA data = pd.read_excel("D:\\Project_CAD\\ๅฎ้ช6\\data\\train_data_1\\train_1.xlsx") x, y = data.iloc[:, :53], data.iloc[:, 56] model = LogisticRegression() fsga = FeatureSelectionGA(model, x, y) pop = fsga.generate(100)
Questions about selection strategy
What is the selection strategy of this algorithm?Roulette or tournament?
do you have example with complicated task when strong ML packages needed like lightGBM?
do you have example with complicated task when strong ML packages needed like lightGBM?
example
hi,
can you provide us with an example of using the featureselectionGA
How to specify the number of selected features?
For example, now there are 30 features, and I want to select 10 features.
How to specify the number of selected features?
Algorithm
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