Table 8 Comparison between dictionary mapping and manual verification of policy sector results.

From: Harmonizing existing climate change mitigation policy datasets with a hybrid machine learning approach

Sector

Dictionary Mapping vs. Manual check

Precision

Recall

F1

Multisector

0.94

0.91

0.92

Energy systems

0.86

0.96

0.91

Buildings

0.92

0.92

0.92

Industry

0.79

0.92

0.85

Transport

0.95

0.96

0.96

AFOLU

0.87

0.99

0.92

Macro Average

0.89

0.94

0.91

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