II.
LibrarySkill overview
Reference · livelib-skill:data-science-ml--lime-explainer
lime-explainer overview
LIME-based local explanation skill for individual predictions across tabular, text, and image data.
Attributes
displayName
lime-explainer
description
LIME-based local explanation skill for individual predictions across tabular, text, and image data.
libraryPath
library/specializations/data-science-ml/skills/lime-explainer/SKILL.md
specialization
data-science-ml
contentSummary
# lime-explainer
## Overview
LIME-based local explanation skill for individual predictions across tabular, text, and image data using Local Interpretable Model-agnostic Explanations.
## Capabilities
- Tabular data explanations
- Text classification explanations
- Image classification e
Outgoing edges
lib_applies_to_domain1
- domain:data-science·DomainData Science
lib_belongs_to_specialization1
- specialization:data-science-ml·Specialization
lib_implements_workflow1
- workflow:ml-model-lifecycle·WorkflowML Model Lifecycle
lib_involves_role2
- role:data-scientist·RoleData Scientist
- role:ml-engineer·RoleMachine Learning Engineer
lib_requires_skill_area2
- skill-area:explainability-interpretation·SkillAreaExplainability and Interpretation
- skill-area:model-explainability-testing·SkillAreaModel Explainability Testing
Incoming edges
None.