Table 17: Evaluation metrics.

Evaluation Metrics #used Papers
Recall 31 [FS43] [FS15] [FS7] [FS34] [FS36] [FS44] [FS25] [FS45] [FS3] [FS46] [FS18] [FS27] [FS37] [FS19] [FS38] [FS20] [FS39] [FS2] [FS5] [FS48] [FS22] [FS31][FS24] [FS6] [FS42] [FS49] [FS51][FS53] [FS54] [FS55] [FS56]
Precision 32 [FS15] [FS7] [FS34] [FS35] [FS36] [FS44] [FS25] [FS45] [FS3] [FS46] [FS18] [FS27] [FS37][FS19] [FS20] [FS39] [FS10] [FS29] [FS2] [FS5] [FS48] [FS22] [FS31] [FS24] [FS6] [FS42] [FS49][FS51] [FS53] [FS54] [FS55] [FS56]
Entropy 7 [FS32] [FS27] [FS21] [FS12] [FS51] [FS55][FS56]
F-Measure 16 [FS32] [FS15] [FS33] [FS34] [FS8] [FS27] [FS37] [FS20] [FS39] [FS29][FS5][FS22][FS14][FS49][FS55][FS57]
Precision@N 6 [FS16][FS44][FS8][FS10][FS2][FS14]
Recall@N 1 [FS14]
Mean Absolute Error (MAE) 11 [FS1][FS4][FS26][FS9][FS21][FS30][FS11][FS22][FS40][FS50] [FS52]
Normalized Mean Absolute Error (NMAE) 5 [FS1][FS17][FS9][FS11][FS40]
Purity 7 [FS32] [FS46] [FS27] [FS21] [FS12][FS51][FS56]
Time 4 [FS43][FS18][FS38][FS48]
Accuracy 6 [FS7][FS25][FS38][FS47][FS13][FS42]
Silhouette 2 [FS29][FS47]
Quantisation Error (QE) 1 [FS13]
Dunn Index 1 [FS23]
Root Mean Square Error (RMSE) 4 [FS17][FS22][FS50][FS52]
S@K 1 [FS2]
Topographic Error (TE) 1 [FS13]
Intra-Cluster Variance (ICV) 1 [FS23]
Normalised Discounted Cumulative Gain (NDCGn) 1 [FS8]
Median Relative Error (MRE) 2 [FS17][FS40]
Neuron Utilisation (NU) 1 [FS13]
Average Item-Cluster Similarity (AICS) 1 [FS23]
Normalized Mutual Information (NMI) 1 [FS46]