Score breakdown

Why Should I Trust You? Explaining the Predictions of Any Classifier

paper-0085 · paper · 2016

Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin

LIME; model-agnostic local explanation.

Academic, score -0.1741

MetricStatusValueNorm.WeightContributionSourceConfidenceProvenance
citation_countpresent5176.00.0232950.50.011647OpenAlexmediumlink
library_holdingsmissingrecorded as missing, penalized by rule, never imputed−0.1recorded as missing; penalized by rule, never imputed
readership_persistencepresent12.00.7857140.050.039286OpenAlexlowlink
syllabus_adoptionsmissingrecorded as missing, penalized by rule, never imputed−0.125recorded as missing; penalized by rule, never imputed

Broad Influence, score 0.1189

MetricStatusValueNorm.WeightContributionSourceConfidenceProvenance
citation_countpresent5176.00.0232950.20.004659OpenAlexmediumlink
library_holdingsmissingrecorded as missing, penalized by rule, never imputed−0.125recorded as missing; penalized by rule, never imputed
readership_persistencepresent12.00.7857140.40.314286OpenAlexlowlink
syllabus_adoptionsmissingrecorded as missing, penalized by rule, never imputed−0.075recorded as missing; penalized by rule, never imputed

Governance Practitioner, score -0.2406

MetricStatusValueNorm.WeightContributionSourceConfidenceProvenance
citation_countpresent5176.00.0232950.250.005824OpenAlexmediumlink
library_holdingsmissingrecorded as missing, penalized by rule, never imputed−0.15recorded as missing; penalized by rule, never imputed
readership_persistencepresent12.00.7857140.10.078571OpenAlexlowlink
syllabus_adoptionsmissingrecorded as missing, penalized by rule, never imputed−0.175recorded as missing; penalized by rule, never imputed

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