|
The 16 mis-classified samples |
||||||||
| A_id |
Animal |
Treatment |
Cpd.Dose.Day |
H_score |
B_class |
SVM_value |
Class_predicted |
TRUE/FALSE |
|
|
||||||||
| 84 |
2021 |
Tobramycin |
Tob.060.03 |
0 |
-1 |
0.053417599 |
1 |
FALSE |
| 80 |
2017 |
Tobramycin |
Tob.030.14 |
0 |
-1 |
0.020981321 |
1 |
FALSE |
| 36 |
2071 |
HCB |
HCB.040.03 |
0 |
-1 |
0.3853432 |
1 |
FALSE |
| 5 |
2117 |
Allopurinol |
All.030.03 |
0 |
-1 |
0.4184979 |
1 |
FALSE |
| 6 |
2118 |
Allopurinol |
All.030.03 |
0 |
-1 |
0.33539873 |
1 |
FALSE |
| 7 |
2119 |
Allopurinol |
All.030.03 |
0 |
-1 |
0.079393616 |
1 |
FALSE |
| 8 |
2120 |
Allopurinol |
All.030.03 |
0 |
-1 |
0.40372499 |
1 |
FALSE |
| 17 |
2142 |
Allopurinol |
All.100.07 |
1 |
1 |
-0.33466752 |
-1 |
FALSE |
| 19 |
2143 |
Allopurinol |
All.100.07 |
1 |
1 |
-0.25854402 |
-1 |
FALSE |
| 104 |
2408 |
Vehicle |
Veh.000.03 |
1 |
1 |
-1.4422447 |
-1 |
FALSE |
| 121 |
2413 |
Vehicle |
Veh.000.14 |
1 |
1 |
-1.277754 |
-1 |
FALSE |
| 128 |
1940 |
Vehicle |
Veh.000.14 |
1 |
1 |
-1.2135719 |
-1 |
FALSE |
| 116 |
1936 |
Vehicle |
Veh.000.07 |
1 |
1 |
-1.1563262 |
-1 |
FALSE |
| 54 |
1962 |
Puromycin |
Pur.020.03 |
2 |
1 |
-1.0786993 |
-1 |
FALSE |
| 63 |
1971 |
Puromycin |
Pur.020.14 |
2 |
1 |
-1.3810734 |
-1 |
FALSE |
| 61 |
1969 |
Puromycin |
Pur.020.14 |
3 |
1 |
-0.056223804 |
-1 |
FALSE |
|
The mis-classified samples by SVM in Charles River Laboratories studies are listed here. Columns are: A_id, animal identification; Treatment, compound; Cpd.Dose.Day, compound.dose.day; H_score, histopathology grade; B_class, designated SVM class label for testing; SVM value, the prediction value from SVM model (>0 indicates positive class and <0 indicates negative class); class_predicted, predicted class label; Prediction, prediction true or false. | ||||||||
Jiang et al. Journal of Translational Medicine 2007 5:47 doi:10.1186/1479-5876-5-47 |
||||||||