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Lecture #2a: Decision Trees; Over-fitting (9/18/2019)
Lecture #2a: Decision Trees; Over-fitting (09/24/2018)
Lecture #2a: Decision Trees; Over-fitting (9/21/2020)
Lecture #2a: Decision Trees; Over-fitting, Part 1 (1/23/18)
Lecture #2b: Decision Trees; Over-fitting (9/23/2019)
Decision Trees Part 6 | Overfitting - Early stopping and pruning
When to Stop the Training of a Decision Tree? - Hyperparameters of Decision Trees [Lecture 4.3]
Lecture #2b: Decision Trees; Over-fitting (9/23/2020)
Pruning Decision Trees: Pre-pruning and Post-pruning
Lecture #2b: Decision Trees; Over-fitting, Part 2 (1/25/18)
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Lecture #2a: Decision Trees; Over-fitting (9/18/2019)

Lecture #2a: Decision Trees; Over-fitting (9/18/2019)

Read more details and related context about Lecture #2a: Decision Trees; Over-fitting (9/18/2019).

Lecture #2a: Decision Trees; Over-fitting (09/24/2018)

Lecture #2a: Decision Trees; Over-fitting (09/24/2018)

Read more details and related context about Lecture #2a: Decision Trees; Over-fitting (09/24/2018).

Lecture #2a: Decision Trees; Over-fitting (9/21/2020)

Lecture #2a: Decision Trees; Over-fitting (9/21/2020)

Read more details and related context about Lecture #2a: Decision Trees; Over-fitting (9/21/2020).

Lecture #2a: Decision Trees; Over-fitting, Part 1 (1/23/18)

Lecture #2a: Decision Trees; Over-fitting, Part 1 (1/23/18)

CIS 419/519 2018A Applied Machine Learning on 1/23/2018 Tue.

Lecture #2b: Decision Trees; Over-fitting (9/23/2019)

Lecture #2b: Decision Trees; Over-fitting (9/23/2019)

Read more details and related context about Lecture #2b: Decision Trees; Over-fitting (9/23/2019).

Decision Trees Part 6 | Overfitting - Early stopping and pruning

Decision Trees Part 6 | Overfitting - Early stopping and pruning

Read more details and related context about Decision Trees Part 6 | Overfitting - Early stopping and pruning.

When to Stop the Training of a Decision Tree? - Hyperparameters of Decision Trees [Lecture 4.3]

When to Stop the Training of a Decision Tree? - Hyperparameters of Decision Trees [Lecture 4.3]

"Hyperparameters are used to control the conditions for a split. This is necessary to avoid

Lecture #2b: Decision Trees; Over-fitting (9/23/2020)

Lecture #2b: Decision Trees; Over-fitting (9/23/2020)

Read more details and related context about Lecture #2b: Decision Trees; Over-fitting (9/23/2020).

Pruning Decision Trees: Pre-pruning and Post-pruning

Pruning Decision Trees: Pre-pruning and Post-pruning

Read more details and related context about Pruning Decision Trees: Pre-pruning and Post-pruning.

Lecture #2b: Decision Trees; Over-fitting, Part 2 (1/25/18)

Lecture #2b: Decision Trees; Over-fitting, Part 2 (1/25/18)

CIS 419/519 2018A Applied Machine Learning on 1/25/2018 Thu.