Skip to main content

Table 2 Summary of PLS-DA and OPLS-DA evaluation

From: Untargeted LC–MS/MS analysis reveals metabolomics feature of osteosarcoma stem cell response to methotrexate

Title

Ion model

PLS-DA

OPLS-DA

A

R2X (cum)

R2Y (cum)

Q2 (cum)

A

R2X (cum)

R2Y (cum)

Q2 (cum)

1A vs 1B

Positive

2

0.706

1

0.998

1 + 1+0

0.706

1

0.997

1A vs 1B

Negative

2

0.732

1

0.997

1 + 1+0

0.732

1

0.996

2A vs 2B

Positive

2

0.753

0.995

0.983

1 + 1+0

0.753

0.995

0.982

2A vs 2B

Negative

2

0.671

1

0.997

1 + 1+0

0.671

1

0.995

3A vs 3B

Positive

2

0.807

1

0.998

1 + 1+0

0.807

1

0.998

3A vs 3B

Negative

2

0.633

1

0.994

1 + 1+0

0.633

1

0.992

4A vs 4B

Positive

2

0.642

1

0.994

1 + 1+0

0.642

1

0.993

4A vs 4B

Negative

2

0.683

1

0.995

1 + 1+0

0.683

1

0.996

  1. PLS-DA partial least squares to latent structure-discriminant analysis, OPLS-DA orthogonal partial last square-discriminant analysis