Sciweavers

4032 search results - page 350 / 807
» Generality Is Predictive of Prediction Accuracy
Sort
View
ICIP
2009
IEEE
16 years 7 months ago
Age Regression From Faces Using Random Forests
Predicting the age of a person through face image analysis holds the potential to drive an extensive array of real world applications from human computer interaction and security ...
DAC
2001
ACM
16 years 7 months ago
JouleTrack - A Web Based Tool for Software Energy Profiling
A software energy estimation methodology is presented that avoids explicit characterization of instruction energy consumption and predicts energy consumption to within 3% accuracy...
Amit Sinha, Anantha Chandrakasan
ICML
2005
IEEE
16 years 7 months ago
Experimental comparison between bagging and Monte Carlo ensemble classification
Properties of ensemble classification can be studied using the framework of Monte Carlo stochastic algorithms. Within this framework it is also possible to define a new ensemble c...
Roberto Esposito, Lorenza Saitta
ICML
2005
IEEE
16 years 7 months ago
Closed-form dual perturb and combine for tree-based models
This paper studies the aggregation of predictions made by tree-based models for several perturbed versions of the attribute vector of a test case. A closed-form approximation of t...
Pierre Geurts, Louis Wehenkel
ICCS
2007
Springer
16 years 28 days ago
Text Classification with Support Vector Machine and Back Propagation Neural Network
Abstract. We compared a support vector machine (SVM) with a back propagation neural network (BPNN) for the task of text classification of XiangShan science conference (XSSC) web do...
Wen Zhang, Xijin Tang, Taketoshi Yoshida