diff --git a/.gitignore b/.gitignore
index fcab143..ef35f25 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,3 @@
 data/
 _pycache_/
-output/
\ No newline at end of file
+output/models/
\ No newline at end of file
diff --git a/output/feature_visualization.png b/output/feature_visualization.png
new file mode 100644
index 0000000..e15ea7e
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diff --git a/output/multi_modal_results.txt b/output/multi_modal_results.txt
new file mode 100644
index 0000000..7de78ee
--- /dev/null
+++ b/output/multi_modal_results.txt
@@ -0,0 +1,4 @@
+accuracy: 0.8764367816091954
+precision: 0.9069767441860465
+recall: 0.7905405405405406
+f1: 0.8447653429602887
diff --git a/output/multi_modal_roc_curve.png b/output/multi_modal_roc_curve.png
new file mode 100644
index 0000000..8e148f8
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diff --git a/output/multi_modal_training_curves.png b/output/multi_modal_training_curves.png
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index 0000000..6519df5
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