new precision and stuffs

.gitignore

@@ -1 +1,2 @@
 train_info.txt
+ratio_proportion_change3_2223/sch_largest_100-coded/logs/

app.py

@@ -122,13 +122,13 @@ def process_file(file,label,info,model_name,inc_slider,progress=Progress(track_t
     Model: {model_name}\n
     Result Summary:\n
     -----------------\n
-    Average Loss: {result['avg_loss']:.4f}\n
-    Total Accuracy: {result['total_acc']:.2f}%\n
     Precision: {result['precisions']:.2f}\n
     Recall: {result['recalls']:.2f}\n
-    F1-Score: {result['f1_scores']:.2f}\n
     Time Taken: {result['time_taken_from_start']:.2f} seconds\n
-    AUC Score: {result['auc_score']:.4f}\n
+    Total Schools in test: {len(unique_schools):.4f}\n
+    Total Schools taken: {len(random_schools):.4f}\n
+    High grad schools: {len(high_sample):.4f}\n
+    Low grad schools: {len(low_sample):.4f}\n
     -----------------\n
     Note: The ROC Curve is also displayed for the evaluation.
     """
@@ -332,7 +332,7 @@ tbody.svelte-18wv37q>tr.svelte-18wv37q:nth-child(odd) {
     model_dropdown = gr.Dropdown(choices=models, label="Select Finetune Task", elem_classes="dropdown-menu")
 
     
-    increment_slider = gr.Slider(minimum=5, maximum=100, step=5, label="Schools Percentage", value=5)
+    increment_slider = gr.Slider(minimum=1, maximum=100, step=1, label="Schools Percentage", value=1)
     
     with gr.Row():
         output_text = gr.Textbox(label="Output Text")

result.txt

@@ -1,7 +1,7 @@
-avg_loss: 0.5631513595581055
-total_acc: 69.7320542507443
-precisions: 0.7236992960620143
-recalls: 0.6973205425074429
-f1_scores: 0.6879225873063946
-time_taken_from_start: 73.04951095581055
-auc_score: 0.7452296224317393
+avg_loss: 0.5730699896812439
+total_acc: 69.52861952861953
+precisions: 0.7336375047795977
+recalls: 0.6952861952861953
+f1_scores: 0.6858177547541179
+time_taken_from_start: 28.49159860610962
+auc_score: 0.7738852057033876

roc_data.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f4beb5de79dfb3592402832ced8db0c87f3264e46c0813553c40728c7ddafed5
-size 29285
+oid sha256:4c4af99c21a2122f6f4c4773439bbb77976243559acf78cd9b771f24d3ae9bdc
+size 5930