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4 | 4 | <summary><h3>Types of Machine Learning</h3></summary> |
5 | 5 | <ol> |
6 | 6 | <li><details> |
7 | | -<summary><h5>Supervised Learning</h5></summary> |
| 7 | +<summary><h4>Supervised Learning</h4></summary> |
8 | 8 | <ul> |
9 | 9 | <li>Classification Task</li> |
10 | 10 | <li>Regression Task</li> |
11 | 11 | </ul> |
12 | | -<details> |
13 | | -<summary><h5>Click here to view all the algorithms:</h5></summary> |
14 | | -| Approach | Classification Algorithm | Regression Algorithm | |
15 | | -| :---: | :---: | :---: | |
16 | | -| Distance Based Approach | KNeighborsClassifier | KNeighborsRegressor | |
17 | | -| Rule Based Approach | DecisionTreeClassifier | DecisionTreeRegressor | |
18 | | -| Probability Based Approach | Naive Bayes | NA | |
19 | | -| Boundary Based Approach | LogisticRegression and SVC | LinearRegression | |
20 | | -| Ensemble Based Approach | RandomForestClassifier, GBDTClassifier, etc... | RandomForestRegressor, GBDTRegressor, etc... | |
21 | | -| Deep Learning Based Approach | ANN for Classification | ANN for Regression | |
22 | | -</details> |
| 12 | +<details> |
| 13 | +<summary><h5>Click here to view all the algorithms:</h5></summary> |
| 14 | +| Approach | Classification Algorithm | Regression Algorithm | |
| 15 | +| :---: | :---: | :---: | |
| 16 | +| Distance Based Approach | KNeighborsClassifier | KNeighborsRegressor | |
| 17 | +| Rule Based Approach | DecisionTreeClassifier | DecisionTreeRegressor | |
| 18 | +| Probability Based Approach | Naive Bayes | NA | |
| 19 | +| Boundary Based Approach | LogisticRegression and SVC | LinearRegression | |
| 20 | +| Ensemble Based Approach | RandomForestClassifier, GBDTClassifier, etc... | RandomForestRegressor, GBDTRegressor, etc... | |
| 21 | +| Deep Learning Based Approach | ANN for Classification | ANN for Regression | |
| 22 | +</details> |
23 | 23 | </details></li> |
24 | 24 | <li><details> |
25 | | -<summary><h5>Unsupervised Learning</h5></summary> |
| 25 | +<summary><h4>Unsupervised Learning</h4></summary> |
26 | 26 | </details></li> |
27 | | -<li><h5>Reinforcement Learning</h5></li> |
| 27 | +<li><h4>Reinforcement Learning</h4></li> |
28 | 28 | </ol> |
29 | 29 | </details> |
30 | 30 |
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