GALE aggregates local explanations to reveal global model behavior, showing that LIME's global importance measure is unreliable while the proposed aggregations better capture how features affect predictions.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.IR 1years
2019 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Global Aggregations of Local Explanations for Black Box models
GALE aggregates local explanations to reveal global model behavior, showing that LIME's global importance measure is unreliable while the proposed aggregations better capture how features affect predictions.