-
大小: 1.36MB文件类型: .pdf金币: 1下载: 0 次发布日期: 2023-08-12
- 语言: 其他
- 标签: Letter Recognition Classifiers
资源简介
Machine rule induction was examined on a difficult categorization problem by applying a Hollandstyle
classifier system to a complex letter recognition task. A set of 20,000 unique letter images was generated
by randomly distorting pixel images of the 26 uppercase letters from 20 different commercial fonts. The parent
fonts represented a full range of character types including script, italic, serif, and Gothic. The features of each
of the 20,000 characters were summarized in terms of 16 primitive numerical attributes. Our research focused
on machine induction techniques for generating IF-THEN classifiers in which the IF part was a list of values
for each of the 16 attributes and the THEN part was the correct category, i.e., one of the 26 letters of the alphabet.
We examined the effects of different procedures for encoding attributes, deriving new rules, and apportioning
credit among the rules. Binary and Gray-code attribute encodings that required exact matches for rule activation
were compared with integer representations that employed fuzzy matching for rule activation. Random and genetic
methods for rule creation were compared with instance-based generalization. The strength/specificity method
for credit apportionment was compared with a procedure we call "accuracy/utility."
代码片段和文件信息
- 上一篇:数字电子称的课程设计
- 下一篇:亲测可用Resin Pro 4.0.48破解文件
相关资源
-
Temporal-ba
sed Multi-Strokes Sketchy Graphi - Selective Fluorescent Recognition to Silver io
- Bishop - Pattern Recognition And Machine Learn
- 手写数字识别-模板匹配法
- Face Detection and Recognition: Theory and Pra
- 双流网络讲解PPT Two-Stream Convolutional
- Structural Pattern Recognition with Graph Edit
- Deep Learning for NLP and Speech Recognition.p
- 66409758bill-recognition.rar
- Pattern Recognition and Machine Learning(完整
- 模式识别与机器学习马春鹏, Patter
- FUNDAMENTALS OF SPEECH RECOGNITION(语音识别
- DIY_Face_recognition_system-master.zip
- 模式识别第四版答案pattern recognition
- A Review of Off-line Handwritten Chinese Chara
- EmotionRecognition.rar
- PatternRecognitionAndMachineLearning.zip
- Pattern Recognition and Machine Learning(完整
- 齐敏等.模式识别导论 ppt
- hand-gesture-recognition-opencv-master.zip
- PRML Pattern Recognition and Machine Learning 中
- image recognition and classification_algorithm
- 《Pattern Recognition And Machine Learning》及
- MRCNN-Scene-Recognition 用于大规模场景识
-
中文翻译 SphereFace Deep Hypersphere em
- Pattern Recognition and Machine Learning(完整
- Pattern Recognition and Machine Learning 课后习
- LetterView加载全国城市列表修改版
- Speech Recognition Algorithms Using Weighted F
- Pattern Recognition 4th Edition模式识别第四
评论
共有 条评论