Dataset Name: 1505091562
Puechmaille Method
MedMeaK, MaxMeaK, MedMedK, MaxMedK (Threshold=0.5):
| K | MedMed | MedMean | MaxMed | MaxMean | Reps |
|---|---|---|---|---|---|
| 1 | 1 | 1 | 1 | 1 | 1 |
| 2 | 2 | 2 | 2 | 2 | 1 |
| 3 | 3 | 3 | 3 | 3 | 1 |
| 4 | 4 | 4 | 4 | 4 | 1 |
| 5 | 3 | 3 | 3 | 3 | 1 |
| 6 | 4 | 5 | 4 | 5 | 1 |
| 7 | 5 | 4 | 5 | 4 | 1 |
| 8 | 4 | 2 | 4 | 2 | 1 |
| MedMedK | MedMeaK | MaxMedK | MaxMeaK | ||
| ALL | 5 | 5 | 5 | 5 |
download table 1505091562.MedK.0.5.tsv
download plots 1505091562.MedK.0.5.pdf
MedMeaK, MaxMeaK, MedMedK, MaxMedK (Threshold=0.6):
| K | MedMed | MedMean | MaxMed | MaxMean | Reps |
|---|---|---|---|---|---|
| 1 | 1 | 1 | 1 | 1 | 1 |
| 2 | 2 | 2 | 2 | 2 | 1 |
| 3 | 3 | 3 | 3 | 3 | 1 |
| 4 | 4 | 4 | 4 | 4 | 1 |
| 5 | 3 | 3 | 3 | 3 | 1 |
| 6 | 3 | 2 | 3 | 2 | 1 |
| 7 | 4 | 4 | 4 | 4 | 1 |
| 8 | 2 | 2 | 2 | 2 | 1 |
| MedMedK | MedMeaK | MaxMedK | MaxMeaK | ||
| ALL | 4 | 4 | 4 | 4 |
download table 1505091562.MedK.0.6.tsv
download plots 1505091562.MedK.0.6.pdf
MedMeaK, MaxMeaK, MedMedK, MaxMedK (Threshold=0.7):
| K | MedMed | MedMean | MaxMed | MaxMean | Reps |
|---|---|---|---|---|---|
| 1 | 1 | 1 | 1 | 1 | 1 |
| 2 | 2 | 2 | 2 | 2 | 1 |
| 3 | 3 | 3 | 3 | 3 | 1 |
| 4 | 3 | 3 | 3 | 3 | 1 |
| 5 | 3 | 1 | 3 | 1 | 1 |
| 6 | 2 | 1 | 2 | 1 | 1 |
| 7 | 3 | 0 | 3 | 0 | 1 |
| 8 | 1 | 0 | 1 | 0 | 1 |
| MedMedK | MedMeaK | MaxMedK | MaxMeaK | ||
| ALL | 3 | 3 | 3 | 3 |
download table 1505091562.MedK.0.7.tsv
download plots 1505091562.MedK.0.7.pdf
MedMeaK, MaxMeaK, MedMedK, MaxMedK (Threshold=0.8):
| K | MedMed | MedMean | MaxMed | MaxMean | Reps |
|---|---|---|---|---|---|
| 1 | 1 | 1 | 1 | 1 | 1 |
| 2 | 1 | 0 | 1 | 0 | 1 |
| 3 | 2 | 1 | 2 | 1 | 1 |
| 4 | 1 | 0 | 1 | 0 | 1 |
| 5 | 1 | 0 | 1 | 0 | 1 |
| 6 | 1 | 0 | 1 | 0 | 1 |
| 7 | 1 | 0 | 1 | 0 | 1 |
| 8 | 1 | 0 | 1 | 0 | 1 |
| MedMedK | MedMeaK | MaxMedK | MaxMeaK | ||
| ALL | 2 | 1 | 2 | 1 |
download table 1505091562.MedK.0.8.tsv
download plots 1505091562.MedK.0.8.pdf
Likelihood:
download plots 1505091562.likelihood.pdf
download plots 1505091562.cv.pdf
Choose K Method
Model complexity that maximizes likelihood is 1, likelihood is -1.3833502955
Model complexity that minimizes CV error is 3, CV error is 0.6821469
Model components used to explain structure in data is 1