Question 9
Which of these may NOT help in handling overfitting in decision trees?
Increasing the value of min_samples_split
Increasing the value of the pruning parameter
Increasing the value of min_samples_leaf
Increasing the depth of the tree
Question 9: Which of these may NOT help in handling overfitting in de…
Show answer
Correct answer
Increasing the depth of the tree
Question 9 of 38 in the IIT Madras BS Machine Learning Practice (MLP) End Term paper sat on 24 Dec 2023, in the September 2023 term (IIT M DIPLOMA FN EXAM FDD1 24 Dec 2023). It carries 2 marks.
More questions from this paper
- Consider the following Python code using Pandas: What does the groupby operation in the code achieve?
- Consider the below code: Which of the following option represents the print output :
- Which of the following metrics indicate higher their value, better the regression model’s performance?
- Which of the following variations of gradient descent can be implemented with SGDClassifier?
- Consider the Ridge regression model in scikit-learn, represented by the Ridge class.\ Which of the following statements…
- Which of the following method is used to estimate the probabilities in SGD-Classifier with suitable loss?
- Figure question
- When using CountVectorizer in scikit-learn, what does the max_features parameter control?
- Which of the following is/are Clustering Method.
- You’re working with a large image and want to group similarly coloured segments in the image together. No other informa…
- Figure question
- Figure question
- Consider the following code snippet using scikit-learn: Assume that X_train and y_train are training feature matrix and…
- Which of the following code snippets represent correct methods to obtain cross validated performance measure using Leav…
- Figure question
- You’re building an ‘MLPClassifier‘ for a dataset with a large number of features. The goal is to predict whether a pati…
- Which of the following code snippet can correctly plot the elbow graph for feature matrix X (k value is taken from 1 to…
- You're working on a binary classification task using the ‘MLPClassifier’ to predict whether a customer will make a purc…
- The following code produces an output of 0.9125. How is the output expected to change if we increase the max_depth valu…
- Consider the following block of code for the binary classification dataset. Shape of feature matrix is (10000,4) and la…
- Given the following code using BaggingClassifier with KNeighborsClassifier as the base estimator: Which of the followin…
- Consider a dataset representing various attributes of red wine, loaded into a Pandas DataFrame named data using the fol…
- Consider the following Python code snippet that demonstrates the use of SGDClassifier from scikit-learn: Choose the cor…
- Which of the following observations warrant use of SGD model?
- Figure question
- Figure question
- consider the below code : keep following symbols in mind: >>>: Represents input code # : Represents comment in a code .…
- Consider the following code snippet using scikit-learn: Assume all the necessary imports and X, y to be the training da…
- Consider following code: Which of the following options can not be printed?
- When using a Support Vector Classifier (SVC) in scikit-learn with different values of the regularization parameter (C),…
- Consider the following block of code: In which of the following scenarios, the split will NOT be made at node N?
- Consider the following code and its output: keep following symbols in mind: >>>: Represents input code # : Represents c…
- What will be the output of the following code?
- Consider the following code snippet: What will be the output of the following code:
- Consider the following code. How many DecisionTreeClassifier models will be trained internally?
- Please consider the following data and code for a regression problem with following symbols in mind: >>>: Represents in…
- Please consider the following data and code for a regression problem with following symbols in mind: >>>: Represents in…