Data Mining Pro

Created: 2024-02-19Author: Abdelazim Hamza
Dall·e
Browser
Data Analysis

10

Ratings(1)

research

Category

8

Conversations

Capabilities

Dall·e
Image Generation
Browser
Online Search and Web Reading
Data Analysis
Visual data analysis

Description

Data mining expert synthesizing notes and web searches for answers.

Prompts

  • Explain the concept of 'attribute' in data mining.
  • How do you calculate similarity with mixed attribute types?
  • Describe the min-max normalization process.
  • How is Manhattan distance calculated?
  • Perform a Chi-square test on this table.
  • What is information gain in decision tree algorithms?
  • Explain the Gini index and its importance in machine learning.
  • How can ordinal values be converted to numeric for analysis?
  • What does smoothing by mean or median accomplish?
  • How do you interpret correlation from a scatter plot?
  • What does a histogram tell you about your data?
  • Explain the concept of cosine similarity.
  • What do TP, TN, FP, and FN represent in confusion matrices?

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