Unsupervised Clustering on Yahoo (test)
59.9AccuracySCNN-VAE-Unsup + init
Evaluation results
| Method | Links | |
|---|---|---|
| SCNN-VAE-Unsup + initFeature extractor=SCNN-VAE, Encoder initialization=LSTM language model, Optimization=Directly optimizing U(x)2017.02 | 59.9 | |
| SCNN-VAE + init + GMMFeature extractor=SCNN-VAE, Encoder initialization=LSTM language model, Clustering algorithm=GMM, Dimensionality reduction (PCA)=Selected from [8, 16, 32]2017.02 | 57 | |
| SCNN-VAE + GMMFeature extractor=SCNN-VAE (mean of q(z|x)), Clustering algorithm=GMM, Dimensionality reduction (PCA)=Selected from [8, 16, 32]2017.02 | 56.6 | |
| LSTM + GMMFeature extractor=LSTM language model, Clustering algorithm=GMM, Dimensionality reduction (PCA)=Selected from [8, 16, 32]2017.02 | 25.8 |