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app.py
CHANGED
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@@ -171,12 +171,13 @@ with gr.Blocks(title="PCA Biplot — Diabetes (kleur: BMI)") as demo:
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n_components = gr.Slider(2, 10, value=10, step=1, label="Aantal PCA-componenten (voor variatieplot)")
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standardize = gr.Checkbox(value=True, label="Standaardiseer features (aanbevolen)")
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run_btn = gr.Button("Update visualisaties")
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gr.Markdown(
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with gr.Column(scale=2):
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plot_biplot = gr.Plot(label="PCA biplot — punten + pijlen")
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plot_expl = gr.Plot(label="Uitlegvariantie per component")
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table = gr.Dataframe(headers=["Feature (PC1)", "Loading PC1", "Feature (PC2)", "Loading PC2"], row_count=6)
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summary = gr.Markdown()
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inputs = [color_feat, arrow_scale, point_size, alpha, n_components, standardize]
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n_components = gr.Slider(2, 10, value=10, step=1, label="Aantal PCA-componenten (voor variatieplot)")
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standardize = gr.Checkbox(value=True, label="Standaardiseer features (aanbevolen)")
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run_btn = gr.Button("Update visualisaties")
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gr.Markdown("> *Medisch nut:* deze biplot maakt grote hoeveelheden patiëntmetingen direct inzichtelijk.")
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with gr.Column(scale=2):
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plot_biplot = gr.Plot(label="PCA biplot — punten + pijlen")
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plot_expl = gr.Plot(label="Uitlegvariantie per component")
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table = gr.Dataframe(headers=["Feature (PC1)", "Loading PC1", "Feature (PC2)", "Loading PC2"], row_count=6)
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summary = gr.Markdown()
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medical_md_block = gr.Markdown(STORY_MD_MEDICAL)
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inputs = [color_feat, arrow_scale, point_size, alpha, n_components, standardize]
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