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Journal of Big Data

Table 3 Results of laboratory test for model validation

From: Unsupervised outlier detection for time-series data of indoor air quality using LSTM autoencoder with ensemble method

Model

Accuracy

Reconstruction error model

0.7992

OC-SVM model

0.7479

Hard-voting model

0.9072

Soft-voting model

0.9766

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