Skip to main content

Table 5 Condition-wise prediction for the FS-LDA model built in CS1

From: QSAR-Co-X: an open source toolkit for multitarget QSAR modelling

SN Experimental condition element (cj) Test set Validation set
cl mt bt #Instances %Accuracy #Instances %Accuracy
1 Normal- MCF7-neo/Her2 Non-mutant PI3K-α 2 100 3 100
2 Normal-B-cells Non-mutant PI3K-δ 8 100 12 100
3 Normal-BT20 Non-mutant PI3K-α 2 100 1 100
4 Normal-BT474 Mutant PI3K-α 7 85.71 10 90
5 Normal-BT474 Non-mutant PI3K-α 14 85.71 13 84.62
6 Normal-HCC1954 Non-mutant PI3K-β 1 100 1 100
7 Normal-HCT116 Mutant PI3K-α 4 100 2 100
8 Normal-HCT116 Non-mutant PI3K-α 1 100 3 100
9 Normal-HEK293 Non-mutant PI3K-β 1 100 na na
10 Normal-HL60 Non-mutant PI3K-α 3 66.67 6 100
11 Normal-HL60 Non-mutant PI3K-β 5 100 2 50
12 Normal-HL60 Non-mutant PI3K-γ 2 100 na na
13 Normal-HL60 Non-mutant PI3K-δ na na 6 83.33
14 Normal-HL60 Non-mutant PI3K-γ na na 6 100
15 Normal-JeKo1 Non-mutant PI3K-δ 4 100 4 100
16 Normal-MDA-MB-453 Mutant PI3K-α 4 100 5 100
17 Normal-MDA-MB-468 Non-mutant PI3K-β 3 100 10 100
18 Normal-PBMC Non-mutant PI3K-δ na na 1 0
19 Normal-PC3 Non-mutant PI3K-α 7 100 12 91.67
20 Normal-PC3 Non-mutant PI3K-β 2 100 na na
21 Normal-PC3 Non-mutant PI3K-γ 1 100 na na
22 Normal-Ramos Non-mutant PI3K-δ 1 100 na na
23 Normal-Ri-1 Non-mutant PI3K-δ na na 5 80
24 Normal-THP1 Non-mutant PI3K-β 1 0 na na
25 Normal-THP1 Non-mutant PI3K-δ 3 100 6 66.67
26 Normal-THP1 Non-mutant PI3K-γ 1 100 na na
27 Normal-U2OS Non-mutant PI3K-α 2 100 3 100
28 Normal-U87MG Non-mutant PI3K-α 7 100 15 86.67
29 Normal-U937 Non-mutant PI3K-δ 1 100 na na
30 PTEN-deficient-MDA-MB-468 Non-mutant PI3K-β 5 100 7 100
31 PTEN-deficient-PC3 Non-mutant PI3K-β 10 100 19 89.47
32 PTEN-deficient-U87MG Non-mutant PI3K-α 3 100 na na
33 PTEN-Null-MDA-MB-468 Non-mutant PI3K-β 8 100 8 100
34 PTEN-Null-PC3 Non-mutant PI3K-α 1 100 na na
  1. The experimental condition elements not well predicted by the model are highlighted in bold
Back to article page

Journal of Cheminformatics

ISSN: 1758-2946

Contact us

\