DIA
/
mody_2024
2
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

labels

main
ifiguero 2025-01-16 13:54:21 -03:00
parent f45dc35efa
commit 337cd22711
1 changed files with 5 additions and 5 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

10
load_dataset.py
View File

@ -25,7 +25,7 @@ def analisis_univariado(dfi, target=None, continuas=[], discretas=[]):
if len(groups) != 2:
raise ValueError("Target variable must have exactly two unique values")
print (f"groups: {groups}")
glabel = {1: 'MODY Pos', 0: 'MODY Neg'}
group1, group2 = groups
data_group1 = dfi[dfi[target] == group1][label_columns]
data_group2 = dfi[dfi[target] == group2][label_columns]
@ -49,8 +49,8 @@ def analisis_univariado(dfi, target=None, continuas=[], discretas=[]):
t_stat, t_pval = ttest_ind(group1_values, group2_values, equal_var=False)
results.append([
var, "Continua", f"Normal (p={p:.4f})",
f"Media: {mean1:.2f} (Grupo 1), {mean2:.2f} (Grupo 2)",
f"Desviación Est.: {std1:.2f} (Grupo 1), {std2:.2f} (Grupo 2)",
f"Media: {mean1:.2f} ({glabel[group1]}), {mean2:.2f} ({glabel[group1]})",
f"Desviación Est.: {std1:.2f} ({glabel[group1]}), {std2:.2f} ({glabel[group1]})",
f"Test t: p={t_pval:.3f}"
])
else:
@ -60,8 +60,8 @@ def analisis_univariado(dfi, target=None, continuas=[], discretas=[]):
mw_stat, mw_pval = mannwhitneyu(group1_values, group2_values)
results.append([
var, "Continua", f"No Normal (p={p:.4f})",
f"Mediana: {median1:.2f} (Grupo 1), {median2:.2f} (Grupo 2)",
f"RIC: {iqr1:.2f} (Grupo 1), {iqr2:.2f} (Grupo 2)",
f"Mediana: {median1:.2f} ({glabel[group1]}), {median2:.2f} ({glabel[group1]})",
f"RIC: {iqr1:.2f} ({glabel[group1]}), {iqr2:.2f} ({glabel[group1]})",
f"Mann-Whitney: p={mw_pval:.3f}"
])