OPERA Models: Fish Biotrans. Half-Life (Km)

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Isothiazolo(5,4-b)pyridin-3(2H)-one, 4,6-dimethyl-2-(3-(4-(2-pyridinyl)-1-piperazinyl)propyl)-, 1,1-dioxide
145787-27-5 | DTXSID90163158

Model Results

Predicted value: 2.12 days

Global applicability domain:  Inside

Local applicability domain index: 0.22

Confidence level: 0.61

Model Performance

QMRF

Weighted KNN model

5-fold CV (75%) Training (75%) Test (25%)
Q2 RMSE R2 RMSE R2 RMSE
0.83 0.49 0.82 0.5 0.73 0.62

Nearest Neighbors from the Training Set

Rotenone

Measured: 2.57e-01

Predicted: 3.17e-01

Fenvalerate

Measured: 4.90

Predicted: 4.50

Di(2-ethylhexyl) phthalate

Measured: 2.75

Predicted: 2.50

alpha-Cypermethrin

Measured: 5.01

Predicted: 3.88

Deltamethrin

Measured: 3.24

Predicted: 2.91