The training set.
Optimizing Training Set Construction for Video Semantic Classification
... ective training set (to be labeled manu- ally) by exploiting the temporal and spatial distribution of the entire ...the training set can be constructed by selecting samples from these cluster ...
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Discovery of Treatments from Text Corpora
... one set includes a treat- ment about military service but not legal training and another set includes a treatment about legal training but not military service, then model selec- tion is ...
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Bootstrapping Supervised Classifier Paradigm
... the training set and classifying each of the training set, the summary of the prediction error was obtained based on the testing dataset, the study showed that artificial neural network ...
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A Study of Quality Issues for Image Auto Annotation with the Corel Data Set
... test set, under the condition that each word is ...the training set to see if such a combination of annotations exists and if it does, how many times it ...the training set, implies ...
5
A Family of Additive Online Algorithms for Category Ranking
... the training set sizes is given in ...its training. (The behavior of the algorithms when training and testing with different ranking-losses was found to be ...the training set ...
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Comparative Study on Bio inspired Approach for Soil Classification
... the training set and the pheromone on the rule edges is updated based on the quality of the rule equation ...rule set, the covered cases in the training set by the rules are removed and ...
6
Application of Monte Carlo Algorithm to Explore Simplified Molecular Input Line Entry System based Molecular Descriptors of BACE1 inhibitors for Therapeutic Application in Alzheimer’s Disease
... into training, calibration, test and external sets. Each of the set has specific role during the model ...the training set were considered to develop the model and calibration and test sets ...
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High-performance on-road vehicle detection with non-biased cascade classifier by weight-balanced training
... the training set ...the training samples. By adjusting the initial weight of the training samples prior to training, the unbalance be- tween positive and negative samples in the ...
7
Empirical Study of Training-Set Creation for Software Architecture Traceability Methods
... the training set size when generated by the ...generalizable training sets, this assumption is ripe for scientific ...of training set size, but to allow for a cost-benefit curve to be ...
61
Focused training sets to reduce noise in NER feature models
... generic training data in order to al- low for contextual features that more closely model the entities in the target ...the training set that is more similar to the target ...the training ...
5
A COMPARATIVE GROUP QSAR AND MOLECULAR DOCKING STUDIES OF 4 THIAZOLIDINONE CONTAINING INDOLIN 2 ONE MOIETY AS VGEFR INHIBITORS
... of training set: To evaluate the robustness of the generated GQSAR models, internal validation was performed on the training set using the leave-one-out (LOO) method 29 ...the training ...
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Efficient Generation of Power In Medium Voltage Direct Current Systems: Variable Speed Operation and Rectifier Considerations
... systems fall into this category, as they provide look-up tables of token-entity pairs. Because syntax, morphology and word choice vary greatly in today’s digital data – e.g. academic publications vs. tweets vs. technical ...
105
Ground Combatives Training 'Step By Set Instruction Manual' pdf
... Front takedown to the mount - An enemy can most easily be controlled or disabled from a position on the ground. It is therefor important that a Student should understand how to take an enemy down. Takedowns, like all ...
20
The Set Covering Machine
... the set of functions supported by the SCM is not defined whenever the SCM uses data-dependent ...few training errors has been ...on training data is presented by Shawe-Taylor et ...its ...
24
IJCSMC, Vol. 3, Issue. 1, January 2014, pg.233 – 243 REVIEW ARTICLE A Review of Numerous Facial Recognition Techniques in Image Processing
... test set for ...test set, such an evaluation may not characterize how well these methods will compare in the ...different training sets and different tuning ...of training examples have a ...
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Effect of the Classifier Training Set Size on Accuracy of Pattern Recognition
... of training set in the classifiers, after eliminating dots, shape of some characters become similar form, for example, the characters Ba'a ب, Ta'a ت, and Tha'a ث have the same shape after eliminating the ...
8
Edit Tree Distance Alignments for Semantic Role Labelling
... data set for adjusting parameters and that is why, for the last three systems (Hamming, Predi- cate Match and Complex), the accuracy over the development data set is not ...
6
Beware the Meta-Analysis: Is Multiple Set Training Really Better than Single-Set Training for Muscle Hypertrophy?
... Krieger (9) states in his method section that one of his inclusion criteria was that the studies must make a “comparison of single to multiple sets per exercise, with all other variables being equivalent.” Therefore, it ...
9
An Open Corpus of Everyday Documents for Simplification Tasks
... The need to present people with texts that are at a reading level which is suitable for them has motivated research into measuring readability of any given text in order to assess whether automatic simplification has ...
10
Chinese Sentiment Analysis Using Appraiser- Degree-Negation Combinations and PSO
... The rest of the paper is organized as follows: in Section 2, we describe the role of appraisers, degree adverbs, and negations in the sentiment analysis. Then, we propose the scoring rules using the combinations of ...
8