Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Load the iris sample dataset from sklearn (load iris()) into Python using a Pandas dataframe. Induce a set of binary Decision Trees with a minimum

Load the iris sample dataset from sklearn (load iris()) into Python using a Pandas dataframe. Induce a set of binary Decision Trees with a minimum of 2 instances in the leaves, no splits of subsets below 5, and an maximal tree depth from 1 to 5 (you can leave other parameters at their defaults). Which depth values result in the highest Recall? Why? Which value resulted in the lowest Precision? Why? Which value results in the best F1 score? Explain the dierence between the micro/macro/weighted methods of score calculation.

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Data Management Databases And Organizations

Authors: Watson Watson

5th Edition

0471715360, 978-0471715368

More Books

Students also viewed these Databases questions

Question

Explain the steps involved in training programmes.

Answered: 1 week ago

Question

What are the need and importance of training ?

Answered: 1 week ago

Question

1. Discuss the main incentives for individual employees.pg 87

Answered: 1 week ago