Prediction Results: {{ prediction_id }}

The model checkpoint has been loaded and predictions have been generated.
DONE
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If your spectrum file already contains two columns (wavelength and intensity), you can leave the wavelength file empty. If the spectrum file contains only intensity values, upload a wavelength file or fill in the manual range.
Samples
{{ summary.num_samples }}
Classes
{{ summary.class_names|length }}
Download CSV
CSV
If you need the same checkpoint for another dataset, keep the exported pth file and upload it here again.

Per-sample Predictions

{% for row in rows %} {% endfor %}
Sample Predicted class Confidence
{{ row.sample_index }} {{ row.pred_label }} {{ "%.4f"|format(row.confidence) }}

Top-5 Logits

{% for row in top5_rows %}
Sample {{ row.sample_index }}
{% for item in row.top5 %}
Top{{ item.rank }}: {{ item.class_name }} - {{ "%.6f"|format(item.logit) }}
{% endfor %}
{% endfor %}

Input Spectra Preview

Input spectra preview

Model Notes

The model checkpoint was loaded with its saved architecture and preprocessing config, so the same pth file can be reused later for inference on new spectra.
{% if summary.spectrum_source or summary.wavenumber_source %}
Spectrum source: {{ summary.spectrum_source }} | Wavelength source: {{ summary.wavenumber_source }}
{% endif %} {% if summary.label_mapping_source %}
Label mapping source: {{ summary.label_mapping_source }}
{% endif %}

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