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Cervical_Cancer_Risk_Prediction

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Parthebhan commited on Apr 4, 2024

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a8f16fe

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1 Parent(s): 6a2c0e8

Update app.py

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app.py +9 -1

app.py CHANGED Viewed

@@ -62,7 +62,15 @@ cerviccancer_ga = gr.Interface(fn=cerviccancer,
                                             gr.Number(0.0, 1.0, label="Schiller: [0 or 1]"),
                                             gr.Number(0.0, 1.0, label="Citology: [0 or 1]")
                                           ],
-                                outputs="text", title="Cervical Cancer Risk Prediction",
                                 description="Predicting probability of Biopsy Using Machine Learning.\n\n Associated Data: \n\nData of Cervical cancer Availability Statement: dataset was obtained from the open-access Cervical cancer (Risk Factors) Data Set database of Cervical Cancer Risk Factors for Biopsy and are available at https://archive.ics.uci.edu/ml/datasets/Cervical+cancer+%28Risk+Factors%29 (accessed on 24 March 2022).\n\nDeveloped by: Parthebhan Pari \n\n Developed on: Apl 2024",
                                 theme='dark'
                                )

                                             gr.Number(0.0, 1.0, label="Schiller: [0 or 1]"),
                                             gr.Number(0.0, 1.0, label="Citology: [0 or 1]")
                                           ],
+                                outputs="text", title="Cervical Cancer Risk Prediction",
+                               examples = [
+                                            [33, 2, 24, 2, 0, 0, 0, 1, 0.08, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                                            [29, 2, 20, 1, 0, 0, 0, 1, 0.5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                                            [21, 1, 17, 2.2, 0, 0, 0, 1, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0],
+                                            [33, 3, 18, 2, 0.14, 1.21, 0.45, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1],
+                                            [20, 3, 17, 2, 0, 0, 0, 1, 0.25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1],
+                                            [30, 1, 17, 3, 0, 0, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0]
+                                        ],
                                 description="Predicting probability of Biopsy Using Machine Learning.\n\n Associated Data: \n\nData of Cervical cancer Availability Statement: dataset was obtained from the open-access Cervical cancer (Risk Factors) Data Set database of Cervical Cancer Risk Factors for Biopsy and are available at https://archive.ics.uci.edu/ml/datasets/Cervical+cancer+%28Risk+Factors%29 (accessed on 24 March 2022).\n\nDeveloped by: Parthebhan Pari \n\n Developed on: Apl 2024",
                                 theme='dark'
                                )