Waveform Database Generator (Version 1)
About
CART book's waveform domains
Notes:
-- 3 classes of waves
-- 21 attributes, all of which include noise
-- See the book for details (49-55, 169)
-- waveform.data.Z contains 5000 instances
Subject Area
Physics and Chemistry
Instances
5,000
Features
21
Data Types
Multivariate
Tasks
Classification
Feature Types
Continuous
Features
| Name | Role | Type | Units | Missing Values |
|---|---|---|---|---|
| Attribute1 | Feature | Continuous | - | No |
| Attribute2 | Feature | Continuous | - | No |
| Attribute3 | Feature | Continuous | - | No |
| Attribute4 | Feature | Continuous | - | No |
| Attribute5 | Feature | Continuous | - | No |
| Attribute6 | Feature | Continuous | - | No |
| Attribute7 | Feature | Continuous | - | No |
| Attribute8 | Feature | Continuous | - | No |
| Attribute9 | Feature | Continuous | - | No |
| Attribute10 | Feature | Continuous | - | No |
| Attribute11 | Feature | Continuous | - | No |
| Attribute12 | Feature | Continuous | - | No |
| Attribute13 | Feature | Continuous | - | No |
| Attribute14 | Feature | Continuous | - | No |
| Attribute15 | Feature | Continuous | - | No |
| Attribute16 | Feature | Continuous | - | No |
| Attribute17 | Feature | Continuous | - | No |
| Attribute18 | Feature | Continuous | - | No |
| Attribute19 | Feature | Continuous | - | No |
| Attribute20 | Feature | Continuous | - | No |
| Attribute21 | Feature | Continuous | - | No |
| class | Target | Integer | - | No |
Introductory Paper
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