The decision tree-based models derived with no feature selection step loose generality and an important interpretational layer.
Tables 6 and 7 present the results when newly recorded (unseen) EEG recordings are analyzed using all the bands using mastoid or Cz references, and with low, high or total alpha band features.>> Although accuracy was frequently below 60%% for mastoid and Cz referenced datasets using all candidate features, classification rates improved to > 70%% using the reduced features derived with GA and LDA.
Electron density features derived with the supramolecular synthon based fragments approach (SBFA), were compared to experimentally obtained values and showed a very good agreement, except for some discrepancies in monopole parameters.
The results obtained are then analyzed and the mechanism of adsorption is derived with the indication of surface features, which play a critical role in a particular separation process.
Some unappealing features of utility distribution, derived with the nucleolus, are listed in [34].
Results: Three different machine learning techniques were used: generative discriminative method, regression with derived evolutionary features, and regression with a mixture of effects.
We share a number of derived features with living apes that distinguish us from other primates: tail loss, upright posture, shortened trunks, enhanced grasping capabilities, large brains relative to body size, flexible forelimbs, slow maturation, and a long life span.
Combined craniodental and postcranial evidence demonstrates that this new species shares more derived features with early Homo than any other australopith species and thus might help reveal the ancestor of the genus".
Discovery of a partial skull of Sivapithecus confirmed a number of shared derived features with the orangutan genus Pongo (Fig. 5): narrow, rib-like brow rims; tall, oval orbits; eyes placed very close together; and a snout and cheekbones that angle upward relative to the plane of the eyes (Ward 1997b; Ward and Brown 1986; Ward and Pilbeam 1983).
Furthermore, Zhuchengceratops shares two derived features with both Leptoceratops and Udanoceratops: ventral margin of maxilla convex in lateral view and jaw articulation above tips of dentary teeth.
