TESI DOCTORAL - La Salle

Consensus Diversity Dataset
function scenario Zoo Iris Wine Glass Ionosphere WDBC Balance MFeat miniNG Segmentation BBC PenDigits
|dfA| = 1 flat† flat† flat† flat† flat† flat† flat† flat† DRA flat flat –
|df
CSPA A| = 10 DAR† flat† DAR† ADR DAR† DAR flat† ARD DAR DAR DAR –
|dfA| = 19 ADR† ARD ADR† ADR† DAR DAR† flat† ARD ADR ADR ADR –
|dfA| = 28 ADR† ARD† ADR† ADR† DAR ADR† ARD† ARD ADR DAR ADR –
|dfA| = 1 DRA flat† flat† flat† flat† flat† flat† flat† flat flat flat –
|df
EAC A| = 10 DAR flat† DAR ADR DAR DAR flat† flat† flat flat flat –
|dfA| = 19 ADR† ARD ADR† ADR† DAR DAR flat† flat† flat flat flat –
|dfA| = 28 ADR† ARD ADR ADR DAR ADR flat† flat† flat flat flat –
|dfA| = 1 DRA flat† flat† DRA DRA† DRA† flat† RAD DRA DRA DRA DRA
|df
HGPA A| = 10 DAR ARD DAR ADR† DAR† DAR ARD ARD† DAR DAR DAR DAR
|dfA| = 19 ADR ARD† ADR ADR† DAR† DAR ARD ARD† ADR ADR ADR ADR
|dfA| = 28 ADR† ARD† ADR† ADR† DAR† ADR ARD ARD ADR ADR ADR ADR
|dfA| = 1 DRA† flat† flat† flat† DRA† DRA† flat† flat† DRA DRA DRA DRA
|df
MCLA A| = 10 DAR† ARD DAR ADR† DAR† DAR ARD ARD† DAR DAR DAR DAR
|dfA| = 19 ADR† ARD† ADR† ADR DAR† DAR ARD† ARD† ADR ADR ADR ADR
|dfA| = 28 ADR† ARD† ADR† ADR† DAR ADR† ARD ARD† ADR ADR ADR ADR
|dfA| = 1 flat† flat† flat† flat† flat† flat† flat† flat† flat flat flat –
|df
ALSAD A| = 10 DAR flat† DAR ADR† DAR DAR flat† flat† DAR flat flat –
|dfA| = 19 ADR† flat† ADR ADR DAR DAR flat† flat† ADR flat flat –
|dfA| = 28 ADR† ARD† ADR ADR DAR ADR† flat† flat† ADR flat flat –
|dfA| = 1 flat† flat† DRA DRA flat† DRA† flat† RAD DRA flat flat –
|df
KMSAD A| = 10 DAR ARD DAR† ADR DAR DAR ARD ARD DAR DAR DAR –
|dfA| = 19 ADR ARD† ADR† ADR DAR DAR ARD ARD ADR ADR ADR –
|dfA| = 28 ADR† ARD ADR† ADR DAR ADR† ARD† ARD ADR ADR ADR –
|dfA| = 1 DRA flat† flat† flat† flat† flat† flat† flat† flat flat flat –
|df
SLSAD A| = 10 DAR flat† DAR ADR DAR DAR flat† flat† DAR flat flat –
|dfA| = 19 ADR ARD ADR ADR DAR DAR flat† flat† ADR flat flat –
|dfA| = 28 ADR ARD ADR† ADR DAR ARD flat† flat† ADR ADR flat –
Chapter 3. Hierarchical consensus architectures
87
Table 3.11: Computationally optimal consensus architectures (flat or DHCA) on the unimodal data collections assuming a fully parallel
implementation. The dagger (†) symbolizes optimal consensus architecture correct predictions.