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Commit 0bbd5cd1 authored by DIANE's avatar DIANE
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Clustering

parent c3643613
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......@@ -186,10 +186,23 @@ if labels:
if labels:
if selected_samples_idx:
e = []
if isinstance(selected_samples_idx[0], str):
for i in range(len(selected_samples_idx)):
e.append(np.where(np.array(spectra.index) == selected_samples_idx[i])[0])
selected_samples_idx = list(np.array(e).reshape(-1))
else:
#############################################################################################################
selected_samples_idx = selected_samples_idx
#############################
sam = pd.DataFrame({'cluster':np.array(labels)[selected_samples_idx],
'index': spectra.index[selected_samples_idx]},
index = selected_samples_idx)
selected_s.write(sam)
......@@ -359,3 +372,8 @@ if not spectra.empty:
st.write('DBCV score (-1 to 1 - higher is better) = ' + str(round(hdbscan_score,3)))
st.write('Unclassified samples: ' + str(len(t[labels==-1])) + ' on ' + str(len(t)) + ' samples (' + str(round(len(t[labels==-1])/len(t)*100, 1)) + '%).')
\ No newline at end of file
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