pyTigerGraph GDS Metrics
Utility for gathering metrics for GNN predictions.
Accuracy
Accuracy = sum(preds == labels) / len(labels)
Usage:
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Call the update function to add predictions and labels.
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Get accuracy score at any point by accessing the value property.
Recall
Recall = \( rac{\sum(preds * labels)}{\sum(labels)}\)
Usage:
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Call the update function to add predictions and labels.
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Get recall score at any point by accessing the value property.
Precision
Precision = \( rac{\sum(preds * labels)}{\sum(preds)}\)
Usage:
-
Call the update function to add predictions and labels.
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Get precision score at any point by accessing the value property.