- Supervised Learning
- Classification
- Regression
- Time Series Forecasting
- Unsupervised Learning
- Clustering
- K-Means Clustering
- Hierarchical Clustering
- Semi-Supervised Learning
- Reinforcement Learning(ML)
- Deep Learning(ML)
- Transfer Learning(ML)
- Ensemble Learning
- Explainable AI (XAI)
- Bayesian Learning
- Decision Trees
- Support Vector Machines (SVMs)
- Instance-Based Learning
- Rule-Based Learning
- Neural Networks
- Evolutionary Algorithms
- Meta-Learning
- Multi-Task Learning
- Metric Learning
- Few-Shot Learning
- Adversarial Learning
- Data Pre Processing
- Natural Language Processing(ML)
Explainable AI (XAI) QUIZ QUESTIONS
Question: 1
What is the primary goal of Explainable AI (XAI)?
Question: 2
Which of the following techniques is NOT commonly used in Explainable AI?
Question: 3
What does "model-agnostic" mean in the context of Explainable AI techniques?
Question: 4
Why is it important to consider the audience when designing explainable AI solutions?
Question: 5
What is the purpose of a feature visualization technique?
Question: 6
What is the purpose of a decision tree?
Question: 7
What is the purpose of a prototype instance?
Question: 8
What is a model-agnostic explanation?
Question: 9
What is a saliency map?
Question: 10
What is the purpose of a confusion matrix?
Question: 11
What is the purpose of feature importance?
Question: 12
What is a gradient boosting machine (GBM)?
Question: 13
What is a random forest?
Question: 14
What is a global surrogate model?
Question: 15
What is the purpose of a partial dependence plot?
Question: 16
What is a decision boundary?
Question: 17
What is a prototype explanation?
Question: 18
What is a surrogate model?
Question: 19
What is an anchor explanation?
Question: 20
What is LIME?
Question: 21
What is SHAP?
Question: 22
What is the purpose of a saliency map?
Question: 23
What is a counterfactual explanation?
Question: 24
What is a white-box model?
Question: 25
What is a gray-box model?
Question: 26
What is model interpretability?
Question: 27
What is a decision tree?
Question: 28
What is the importance of XAI?
Question: 29
What is a black-box model?
Question: 30
What is Explainable AI (XAI)?