Difference between revisions of "Tasks"
From aHuman Wiki
(Automated page entry using MWPush.pl) |
(Automated page entry using MWPush.pl) |
||
| Line 1: | Line 1: | ||
| − | |||
<pre style="color: green">One-sentence summary of this page.</pre> | <pre style="color: green">One-sentence summary of this page.</pre> | ||
| Line 8: | Line 7: | ||
* classification problem | * classification problem | ||
| − | + | *# noise-free classification problem | |
* clustering | * clustering | ||
* continuous problems | * continuous problems | ||
| Line 52: | Line 51: | ||
* One-Dimensional Grid-World Problem | * One-Dimensional Grid-World Problem | ||
* Parity Problem | * Parity Problem | ||
| − | + | *# N-Input Parity Problem | |
* Robot Problem | * Robot Problem | ||
* Two-Spiral Problem | * Two-Spiral Problem | ||
| Line 59: | Line 58: | ||
* Data for Evaluating Learning in Valid Experiments (DELVE) Neal (1998) | * Data for Evaluating Learning in Valid Experiments (DELVE) Neal (1998) | ||
| − | + | *# Abelone | |
| − | + | *# Bank-32fm | |
| − | + | *# Bank-32nh | |
| − | + | *# Census-house | |
| − | + | *# Kin32-fm | |
| − | + | *# Pumadyn-32fm | |
* PROBEN1 (Prechelt, 1994) | * PROBEN1 (Prechelt, 1994) | ||
| − | + | *# Building | |
| − | + | *# Diabetes | |
| − | + | *# Gene | |
| − | + | *# Mushroom | |
| − | + | *# Soybean | |
| − | + | *# Thyroid | |
Latest revision as of 19:10, 28 November 2018
One-sentence summary of this page.
@@Home -> ArtificialIntelligenceDictionary -> tasks
Task Types
- classification problem
*# noise-free classification problem
- clustering
- continuous problems
- function approximation
- ill-suited problem
- large problems
- linear
- natural
- noiseless
- noisy
- nonlinear
- permutation-invariant task
- prediction problem
- regression problem
- small
- synthetic
- time series prediction
Applications
- associative memory
- automated reasoning
- automatic control
- computer vision
- expert systems
- machine learning
- motion capture
- narrative understanding
- natural language processing
- recognition of connected handwriting
- robotics
- signal processing
- speech recognition
Sample Problems
- Autonomous Land Vehicle in a Neural Net (ALVINN)
- Backgammon Problem
- Cart Pole
- Game of Othello
- Helicopter Control
- Mountain Car
- One-Dimensional Grid-World Problem
- Parity Problem
*# N-Input Parity Problem
- Robot Problem
- Two-Spiral Problem
Test Datasets
- Data for Evaluating Learning in Valid Experiments (DELVE) Neal (1998)
*# Abelone *# Bank-32fm *# Bank-32nh *# Census-house *# Kin32-fm *# Pumadyn-32fm
- PROBEN1 (Prechelt, 1994)
*# Building *# Diabetes *# Gene *# Mushroom *# Soybean *# Thyroid
