Journal of Big Data

Table 5 Results of the laboratory test for model validation

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

Label	comp1 mean	comp2 mean		SVM_score	RE_score	Accuracy
Case A	3.850266	14.650074	242.539284		0.075596	0.9211
Case B	1.367582	3.634454	362.680808		0.035693	0.9480
Case C	4.224086	3.098875	371.604030		0.031248	0.9609
Case D	5.048500	0.328430	352.984160		0.034976	0.9778
Case E	10.387705	19.196732	148.181216		0.118963	0.9766
Total	4.975628	8.181713	295.597900		0.059295	0.9568

Back to article page