autokeras
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Published
20 hours ago •
keras-team
keras-team
Public datasets list
This is a list of public datasets, that we need to ensure AutoKeras is having good performances on. Welcome to post more.
| Name | API | Code | Metric | Results |
|---|---|---|---|---|
| MNIST | ImageClassifier | code | Accuracy | 99.04% |
| CIFAR10 | ImageClassifier | code | Accuracy | 97.10% |
| CIFAR100 | ImageClassifier | Accuracy | ||
| IMDB | TextClassifier | code | Accuracy | 93.93% |
| Titanic | StructuredDataClassifier | code | Accuracy | 82.20% |
| Wine | StructuredDataClassifier | Accuracy | ||
| Iris | StructuredDataClassifier | Accuracy | ||
| California Housing | StructuredDataRegression | code | MSE | 0.23 |
| Houses | IO API | MSE |
@haifeng-jin Can I take up few of the datasets from the list and work on them? Let me know which ones are yet to be tested out.
@haifeng-jin As you commented in the previous issue #1283, I created a pull request. Would you review and merge it? Thanks.
@toohsk Yes, please. Thank you! I think it is good to try these Keras dataset first.