- A Comparison of Rule|Based versus Exemplar|Based ...🔍
- A Comparison of Rule|Based versus Exemplar ...🔍
- [PDF] A Comparison of Rule|Based versus Exemplar|Based ...🔍
- A Comparison of Rule and Exemplar|Based Learning Systems🔍
- Comparing Exemplar| and Rule| Based Theories of Categorization🔍
- Comparing Exemplar and Rule|Based Theories of Categorization🔍
- Distinguishing rule| and exemplar|based generalization in learning ...🔍
- Comparing exemplar| and rule|based theories of categorization🔍
[PDF] A Comparison of Rule|Based versus Exemplar|Based ...
ABSTRACT: A rule-based approach to categorization is compared with an exemplar-based approach. Both models were developed using the ACT-R architecture. Both ...
A Comparison of Rule-Based versus Exemplar ... - ResearchGate
PDF | A rule-based approach to categorization is compared with an exemplar-based approach. Both models were developed using the ACT-R ...
[PDF] A Comparison of Rule-Based versus Exemplar-Based ...
A rule-based approach to categorization is compared with an exemplar- based approach, developed using the ACT-R architecture, and implications for the ...
A Comparison of Rule and Exemplar-Based Learning Systems
to exemplar-based or rule learning systems respectively. Rather we wish to ... to a difference in pre-programmed preference or 'bias' of the learning methods.
the merits of storing all the training examples or not, as might on fi rst glance be assumed to correspond to exemplar-based or rule learning systems ...
Comparing Exemplar- and Rule- Based Theories of Categorization
behavior is based on abstracted rules or stored exemplars. Although predictions of both theories often mimic each other in many designs, ...
Comparing Exemplar and Rule-Based Theories of Categorization
Request PDF | Comparing Exemplar and Rule-Based Theories of Categorization | We address whether human categorization behavior is based on abstracted rules ...
Distinguishing rule- and exemplar-based generalization in learning ...
We isolate two such inductive biases: feature-level bias (differ- ences in which features are more readily learned) and exemplar or rule bias (differences in ...
Distinguishing rule- and exemplar-based generalization in learning ...
We isolate two such inductive biases: feature-level bias (differences in which features are more readily learned) and exemplar or rule bias ( ...
A Comparison of Rule and Exemplar-Based Learning Systems
Recently, there has been renewed interest in the use of exemplar-based schemes for concept representation and learning. In this paper, we compare systems ...
Comparing exemplar- and rule-based theories of categorization
Comparing exemplar- and rule-based theories of categorization · 1. Overlapping categories in a hypothetical categorization task. · 2. Category-assignment ...
Rules and Exemplars in Category Learning - John K. Kruschke
Psychological theories of categorization generally focus on either rule- or exemplar-based explanations. We present 2 experiments that show evidence of both ...
Comparing Exemplar- and Rule-Based Theories of Categorization
We address whether human categorization behavior is based on abstracted rules or stored exemplars. Although predictions of both theories often mimic each ...
Evaluating XAI: A comparison of rule-based and example-based ...
Neither explanation improves task performance compared to no explanation. This can be explained by the fact that both explanation styles only provide details ...
Distinguishing rule and exemplar-based generalization in learning ...
We isolate two such inductive biases: feature-level bias (differences in which features are more readily learned) and exemplar-vs-rule bias (differences in how ...
The rules versus similarity distinction
Third, similar results are obtained when observational learning is compared to traditional feedback learning. Ashby et al. (2002) trained subjects on rule-based ...
Individual Differences in Learning and Transfer: Stable Tendencies ...
Study 1c showed that rule learners were more likely than exemplar learners (indexed a priori by extrapolation profiles) to resist using idiosyncratic features ( ...
Prototype theory assumes that a stimulus is compared with the stored proto- types and placed into the category with the most similar prototype. Another ...
Should Judgments Be Based on Exemplars, Rules, or Both?
cognitive models are inspired by or share similarities with models from ... with both exemplar- and rule-based processes or is one process enough to ...
Comparative analysis of the rule-based and machine learning ...
... or 4. We only train the logistic regression classification module and keep ... https://arxiv.org/pdf/1910.01108.pdf?ref=https://githubhelp.com. Tawde, M ...