1. Data Mining in Artificial Intelligence: Decision Trees 2. Outline Introduction: Data Flood Top-Down Decision Tree Construction Choosing the Splitting Attribute…
Slide 1 Slide 2 Data Mining in Artificial Intelligence: Decision Trees Slide 3 2 Outline Introduction: Data Flood Top-Down Decision Tree Construction Choosing the Splitting…
Slide 1 Mining Changes of Classification by Correspondence Tracing Ke Wang Senqiang Zhou Simon Fraser University {wangk, szhoua}@cs.sfu.ca Wai Chee Ada Fu Jeffrey Xu Yu The…
Slide 1 Constructing Decision Trees Slide 2 A Decision Tree Example The weather data example. ID codeOutlookTemperatureHumidityWindyPlay abcdefghijklmnabcdefghijklmn Sunny…
Slide 1 Slide 2 Classification: Decision Trees Slide 3 2 Outline Top-Down Decision Tree Construction Choosing the Splitting Attribute Information Gain and Gain…
By: Phuong H. Nguyen Professor: Lee, Sin-Min Course: CS 157B Section: 2 Date: 05/08/07 Spring 2007 Overview Introduction Entropy Information Gain Detailed Example Walkthrough…
What Is a Language Model? A probability distribution over word sequences Based on conditional probability distributions: probability of a word given its history (past words)…
Mining Changes of Classification by Correspondence Tracing Ke Wang Senqiang Zhou Simon Fraser University {wangk, szhoua}@cs.sfu.ca Wai Chee Ada Fu Jeffrey Xu Yu The Chinese…
What Is a Language Model? A probability distribution over word sequences Based on conditional probability distributions: probability of a word given its history (past words)…