Polynomial kernel
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Publications (19)

1On Classifying Coherent/Incoherent Romanian Short Texts2008  Anca Dinual., 1999; Mika et al.,2001), both with linear and polynomial kernel. Kernelbased learning algorithms work by embedding...

2Greek Named Entity Recognition Using Support Vector Machines, Maximum Entropy and Onetimeons (Support Vector Machines with a second degree polynomial kernel and Maximum Entropy) achieved both after the application...

3Building a System for Emotions Detection from Speech to Control an Affective Avatarusing Weka (Witten and Frank, 2005) with a SVM with a polynomialkernel by means of Sequential Minimal Optimization algorithm...

4Parsing to Stanford Dependencies: TradeOffs between Speed and Accuracynonlinear kernel. We thus modified the code so that a polynomial kernel can be simulated using a linear model. Doing so resulted...

5Improved Statistical Measures to Assess Natural Language Parser Performance Across Domains2010  Barbara Planksettings (e.g. first order features for MST, SVM with polynomial kernel for Malt). 4. Datasets and Treebank conversion We train...

6You Seem Aggressive!? Monitoring Anger in a Practical Application2012  Felix Burkhardt(sequential minimal optimization) SVM classifier using the polynomial kernel. 5. The “Speechalyzer” labeling tool In addition, we...

7MULTImodal Corpus of MultiParty Conversations in Foreign LanguageJapanese and English as the second language. We used the polynomial kernel function and experimentally set the hyperparameters...

8CINEMO ? a French Spoken Language Resource for Complex Emotions: Facts and Baselinesâtraditionalâ Support Vector Machines parameterized as polynomial Kernel with pairwise multiclass discrimination based on Sequential...

9ArabicSegmentation Combination Strategies for Statistical Machine Translation2012  Hermann Ney,Saab Mansourdefault training conditions, which means a second degree polynomial kernel function. Given some Arabic text, we run an SVM classifier...

10A Corpus for GestureControlled Mobile Spoken Dialogue Systems2012  Manny Rayner,Nikos TsourakisFunctional Trees (Gama, 2004), Support Vector Machines (polynomial kernel and tradeoff between training error and margin 5000)...