Sentence examples for compared to supervised from inspiring English sources

Moreover, this method does not require training examples which is a major advantage compared to supervised approaches.

Both interventions based on home exercise resulted in improvements in pain intensity and function, which may implicate economic advantages compared to supervised interventions.

Compared to supervised learning, semi-supervised learning ensembles show a slow decrease in performance as the imbalance degrees become more prominent, most probably due to the fact that additional unlabeled data is more difficult to label correctly.

Greater flexibility in planning and conducting exercise training at the workplace due to no constraint with supervised training schedules may have advantages both for the employees and for the employer at a lower cost compared to supervised training.

However, there is limited evidence of the effects of self-activation interventions compared to supervised exercise programmes on pain and disability levels [ 17], and no evidence of the effects of either type of programme in increasing CLBP patients' level of participation in physical activities, return to work rates or psychosocial variables compared to 'routine' physiotherapy.

A similar total number of peaks and the percentage of ERE-containing peaks were identified by our semi-supervised learning algorithm when compared to other supervised learning experiments, see Table 2. Thus the results do not show obvious advantage of semi-supervised learning over supervised learning algorithms in our experiment.

To investigate the effect of a supervised upper limb (UL) program (SULP) compared to no supervised UL program (NULP) after lung transplantation (LTx).

Note, that employing our method within a purely supervised setting also performs best when compared to purely supervised approaches.

Due to some characteristics of real document collections, e.g., class imbalance and feature sparseness, NB solutions do not present competitive effectiveness in some ADC tasks when compared to other supervised learning strategies, e.g., SVMs.

These should be compared to the supervised SOMs in Figure 10.

These component planes should be compared to the supervised SOMs in Figure 10.