FFC

Predicting social outcomes of children in fragile families from a survey of ~12,000 questions and ~4,000 samples.

See Mayank_Mahajan_FragileFamilies.pdf for the completed report.

Name		Name	Last commit message	Last commit date
Latest commit History 40 Commits
Submission_lr2017-04-04 15:22:07		Submission_lr2017-04-04 15:22:07
.gitignore		.gitignore
FilterLowQualFeatures.ipynb		FilterLowQualFeatures.ipynb
Mayank_Mahajan_FragileFamilies.pdf		Mayank_Mahajan_FragileFamilies.pdf
README.md		README.md
Untitled.ipynb		Untitled.ipynb
X_median_imputed.csv		X_median_imputed.csv
alphas.csv		alphas.csv
alphas_gpa.csv		alphas_gpa.csv
alphas_grit.csv		alphas_grit.csv
alphas_materialHardship.csv		alphas_materialHardship.csv
binaryclass.py		binaryclass.py
binaryclass_all.py		binaryclass_all.py
classify.ipynb		classify.ipynb
ffc.py		ffc.py
imputation.py		imputation.py
imputation.r		imputation.r
lasso_vs_ridge_regression.png		lasso_vs_ridge_regression.png
median_LASSO_scores.txt		median_LASSO_scores.txt
median_OLS_scores.txt		median_OLS_scores.txt
median_elastic_scores.txt		median_elastic_scores.txt
median_ridge_scores.txt		median_ridge_scores.txt
narrative.txt		narrative.txt
output_feature_selected.csv		output_feature_selected.csv
prediction.csv		prediction.csv
prediction_lasso.csv		prediction_lasso.csv
prediction_old.csv		prediction_old.csv
prediction_ols.csv		prediction_ols.csv
randomized_lasso_results.png		randomized_lasso_results.png
scores.csv		scores.csv
scores_gpa.csv		scores_gpa.csv
scores_grit.csv		scores_grit.csv
scores_materialHardship.csv		scores_materialHardship.csv
stability_lasso_path.png		stability_lasso_path.png
train.csv		train.csv

Provide feedback