Table 2 Experimental results (mean standard deviation) on the BBCSport dataset.
From: An improved multi-view spectral clustering based on tissue-like P systems
Method | Acc | NMI | F-score | ARI | Precision | Recall |
|---|---|---|---|---|---|---|
SC | 0.431±0.000 | 0.178±0.000 | 0.398±0.003 | 0.091±0.022 | 0.282±0.013 | 0.688±0.087 |
Co-Reg | 0.567±0.052 | 0.421±0.029 | 0.481±0.040 | 0.290±0.050 | 0.426±0.029 | 0.552±0.060 |
AMGL | 0.385±0.010 | 0.045±0.005 | 0.385±0.001 | 0.029±0.011 | 0.251±0.005 | 0.831±0.045 |
SwMC | 0.382±0.000 | 0.084±0.001 | 0.391±0.001 | 0.019±0.001 | 0.246±0.000 | 0.960±0.002 |
GFSC | 0.579±0.000 | 0.238±0.000 | 0.453±0.000 | 0.178±0.000 | 0.323±0.000 | 0.756±0.000 |
MVGL | 0.434±0.000 | 0.182±0.000 | 0.402±0.000 | 0.050±0.000 | 0.259±0.000 | 0.895±0.000 |
GMC | 0.809±0.000 | 0.701±0.000 | 0.759±0.000 | 0.667±0.000 | 0.656±0.000 | 0.902±0.000 |
AWP | 0.634±0.028 | 0.517±0.019 | 0.552±0.024 | 0.408±0.027 | 0.542±0.010 | 0.564±0.043 |
S-MVSC | 0.852±0.086 | 0.821±0.051 | 0.845±0.055 | 0.798±0.072 | 0.853±0.059 | 0.839±0.058 |
MCDCF | 0.774±0.073 | 0.683±0.054 | 0.738±0.056 | 0.634±0.087 | 0.638±0.104 | 0.892±0.043 |
IMVSCP | 0.972±0.000 | 0.910±0.000 | 0.942±0.000 | 0.924±0.000 | 0.948±0.000 | 0.936±0.000 |
