Table 1 In the correlation matrix, which has a size of 8 × 8, the variables are highly correlated, with many having correlation values exceeding 0.45.

From: Simplifying multidimensional fermentation dataset analysis and visualization: One step closer to capturing high-quality mutant strains

 

Butanol productivity (g/L/h)

Butanol yield (g/g)

Solvents (ABE) yield (g/g)

Acetone yield (g/g)

Ethanol yield (g/g)

μMax-A (1/h)

μMax-B (1/h)

μMax-C (1/h)

Butanol productivity (g/L/h)

1.000000

0.062521

0.016778

−0.002446

0.047993

0.027159

0.009812

6.699713e−04

Butanol yield (g/g)

0.062521

1.000000

0.781528

−0.386327

0.444585

0.643167

−0.027757

0.409016

Solvents (ABE) yield (g/g)

0.016778

0.781528

1.000000

−0.422182

0.513211

0.654756

−0.053534

0.463406

Acetone yield (g/g)

−0.002446

−0.386327

−0.422182

1.000000

−0.308724

−0.349048

−0.040566

−0.202345

Ethanol yield (g/g)

0.047993

0.444585

0.513211

−0.308724

1.000000

0.588894

0.012975

0.245488

μMax-A (1/h)

0.027159

0.643167

0.654756

−0.349048

0.588894

1.000000

−0.084181

0.318853

μMax-B (1/h)

0.009812

−0.027757

−0.053534

−0.040566

0.012975

−0.084181

1.000000

−0.029020

μMax-C (1/h)

6.699713e−04

0.409016

0.463406

−0.202345

0.245488

0.318853

−0.029020

1.000000

  1. *All experiments were repeated 3 times, and the average values are reported.