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» Improving the Practice of Classifier Performance Assessment
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METRICS
1997
IEEE
13 years 9 months ago
Assessing Feedback Of Measurement Data: Relating Schlumberger Rps Practice To Learning Theory
Schlumberger RPS successfully applies software measurement to support their software development projects. It is proposed that the success of their measurement practices is mainly...
Rini van Solingen, Egon Berghout, Erik Kooiman
FLAIRS
2008
13 years 7 months ago
A Backward Adjusting Strategy and Optimization of the C4.5 Parameters to Improve C4.5's Performance
In machine learning, decision trees are employed extensively in solving classification problems. In order to design a decision tree classifier two main phases are employed. The fi...
Jason R. Beck, Maria Garcia, Mingyu Zhong, Michael...
BMCBI
2010
164views more  BMCBI 2010»
13 years 2 months ago
Merged consensus clustering to assess and improve class discovery with microarray data
Background: One of the most commonly performed tasks when analysing high throughput gene expression data is to use clustering methods to classify the data into groups. There are a...
T. Ian Simpson, J. Douglas Armstrong, Andrew P. Ja...
METRICS
2002
IEEE
13 years 10 months ago
A Generic Model and Tool Support for Assessing and Improving Web Processes
Process assessment or process improvement is usually not considered in the context of Web applications, and the differences between Web applications and traditional applications a...
Daniel Rodríguez, Rachel Harrison, Manoranj...
ICPR
2010
IEEE
13 years 3 months ago
Speech Emotion Classification and Public Speaking Skill Assessment
Abstract. This paper presents a new classification algorithm for realtime inference of emotions from the non-verbal features of speech. It identifies simultaneously occurring emoti...
Tomas Pfister, Peter Robinson