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.ipynb_checkpoints
.ipynb_checkpoints
 
 
.spyproject/config
.spyproject/config
 
 
__pycache__
__pycache__
 
 
img
img
 
 
1_EDA_PreProcessing.ipynb
1_EDA_PreProcessing.ipynb
 
 
2_EDA_FeatureSelection.ipynb
2_EDA_FeatureSelection.ipynb
 
 
3_EDA_ClassifierSelection.ipynb
3_EDA_ClassifierSelection.ipynb
 
 
4_EDA_Optimization_SMOTE.ipynb
4_EDA_Optimization_SMOTE.ipynb
 
 
5_EDA_Optimization_PCA.ipynb
5_EDA_Optimization_PCA.ipynb
 
 
6_EDA_ModelOptimization.ipynb
6_EDA_ModelOptimization.ipynb
 
 
7_EDA_After_Optimization.ipynb
7_EDA_After_Optimization.ipynb
 
 
8_ProductionModelCreation.ipynb
8_ProductionModelCreation.ipynb
 
 
README.md
README.md
 
 
moduleDatabase.py
moduleDatabase.py
 
 
moduleMetrics.py
moduleMetrics.py
 
 
moduleModelTraining.py
moduleModelTraining.py
 
 
moduleOptimization.py
moduleOptimization.py
 
 
modulePreProcessing.py
modulePreProcessing.py
 
 
moduleUtilities.py
moduleUtilities.py
 
 
service.py
service.py
 
 

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Repository for the implementation regarding my Master's thesis.

Detection of Mild Cognitive Impairment using Maching Learning models trained on data generated by serious games application. The models of this repository are trained with data gathered from the MCI Rehab application.

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Repository for my Master's thesis

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