Skip to main content

Table 1 Comparison of the Parzen-Rosenblatt Window and Naïve Bayes methods

From: Predicting the mechanism of phospholipidosis

Partition No.

PRW Rank

NB Rank

1

17.049

74.104

2

16.343

76.251

3

18.424

79.078

4

16.212

73.539

5

17.339

73.535

6

18.630

77.244

7

20.694

78.560

8

18.870

74.464

9

16.584

76.235

10

18.200

78.077

Average

17.835

76.109

  1. Average ranks of known targets as predicted in the 10-fold cross-validation by the Parzen-Rosenblatt Window [18] and by a Naïve Bayes method [19]. The Parzen-Rosenblatt Window, using h = 2-3, consistently assigns better ranks to the known targets, its predicted ranks being numerically smaller by a factor of 4.3.