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## Individual research question
### IT20097660 | Sashini Devindi
#### IT20097660 | Sashini Devindi
How to get a counterfactual rule generation-based explanation for the Support Vector Machine classifier, when it handle
non-linear separable data in text classification?
### Srinidee
#### Srinidee
How to get a counterfactual rule generation-based explanation for the Logistic Regression classifier when it becomes black box
in text classification?
### Thilini Anjalika
#### Thilini Anjalika
How to get a counterfactual rule generation-based explanation for the Random Forest classifier, when it becomes black box in
text classification?
### IT20013950 | Lakshani N.V.M.
#### IT20013950 | Lakshani N.V.M.
How to get a counterfactual rule generation-based explanation for the k-NN classifier, when it handle Curse of Dimensionality
problem in text classification?
## Individual Objectives
### IT20097660 | Sashini Devindi
#### IT20097660 | Sashini Devindi
Provide a novel post-hoc ,model-specific, local XAI solution to enhance the model interpretability of function-based
classification models focus on SVM by developing a novel counterfactual rule generation mechanism related to the text
classification domain.
### Srinidee
#### Srinidee
Providing model specific ,local ,post-hoc explanations using counterfactual mechanisms to improve the interpretability of the system.
### Thilini Anjalika
#### Thilini Anjalika
Provide a novel post-hoc ,model-specific, local XAI solution to enhance the model interpretability of ensemble models focus
on Random forest by developing a novel counterfactual rule generation mechanism related to the text classification domain.
### IT20013950 | Lakshani N.V.M.
#### IT20013950 | Lakshani N.V.M.
Provide a novel post-hoc ,model-specific, local XAI solution to enhance the model interpretability of distance-based classification
models focus on k-NN by developing a novel counterfactual rule generation mechanism related to the text classification domain.
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