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README.md
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---
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license: apache-2.0
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---
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---
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license: apache-2.0
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metrics:
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- name: accuracy
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value: 0.9394
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- name: precision
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value: 0.9413
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- name: recall
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value: 0.9394
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- name: F1-Score
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value: 0.9388
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library_name: transformers
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pipeline_tag: text-classification
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tags:
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- bert
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- research abstract
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widget:
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- text: >-
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Following the tsunami in December 2004 in Aceh, Indonesia, there has been a
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massive programme of rebuilding permanent houses for the tsunami victims.
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The houses are of various designs, and the internal conditions and thermal
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performance vary considerably. This paper is aimed at assessing comfort in a
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number of these houses, and is based on measurements from ten designs of
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post tsunami houses conducted between 22nd May and 4th July 2009. These ten
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house types are categorized by different form, design and materials, two
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houses of each type being represented in the results. Air and surface
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temperatures, relative humidity, and air velocity were measured and
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questionnaires on thermal comfort were filled in by the occupants. The
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results show an interesting range of temperature and humidity, ranging from
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250C-380C indoors and 210C-41.40C outdoors, relative humidity of 40%-86%
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indoors, compared with 26%-98% outdoors. The households qualify their house
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comfort by voting seven thermal sensation scales.
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example_title: recovery
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language:
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- id
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- en
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---
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# Model Card for Model ID
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<!-- Provide a quick summary of what the model is/does. -->
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This modelcard aims to be text classification for research abstract regarding to disaster management phase.
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## Model Details
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### Model Description
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<!-- Provide a longer summary of what this model is. -->
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- **Developed by:** Odirunia
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- **Shared by [optional]:** [More Information Needed]
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- **Model type:** Bert
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- **Language(s) (NLP):** [More Information Needed]
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- **License:** [More Information Needed]
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- **Finetuned from model [optional]:** [More Information Needed]
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### Model Sources [optional]
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<!-- Provide the basic links for the model. -->
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- **Repository:** [More Information Needed]
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- **Paper [optional]:** [More Information Needed]
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- **Demo [optional]:** [More Information Needed]
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## Uses
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<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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### Direct Use
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<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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[More Information Needed]
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### Downstream Use [optional]
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<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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[More Information Needed]
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### Out-of-Scope Use
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<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
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[More Information Needed]
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## Bias, Risks, and Limitations
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<!-- This section is meant to convey both technical and sociotechnical limitations. -->
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[More Information Needed]
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### Recommendations
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<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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## How to Get Started with the Model
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Use the code below to get started with the model.
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[More Information Needed]
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## Training Details
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### Training Data
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<!-- This should link to a Data Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
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[More Information Needed]
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### Training Procedure
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<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
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#### Preprocessing [optional]
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[More Information Needed]
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