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ResearchFormerly WizWand

Dimensionality Reduction on Cassin's

85.37AUC RNXPCA
-3.612419.488842.5965.6912Sep 27, 2020
Updated 8mo ago

Evaluation results

MethodLinks
PCATarget Dimension=642020.0985.37—
PCAOutput Dimension=642020.0985.3799.99
PCAOutput Dimension=642020.0985.3799.99
P. t-SNETarget Dimension=642020.0962.8—
P. t-SNEOutput Dimension=642020.0962.899.9
Parametric t-SNEOutput Dimension=642020.0962.899.9
AETarget Dimension=642020.0953.35—
AEOutput Dimension=642020.0953.3599.81
AEOutput Dimension=642020.0953.3599.81
IVISTarget Dimension=642020.0947.07—
IVISOutput Dimension=642020.0947.0799.49
IVISOutput Dimension=642020.0947.0799.49
t-SNETarget Dimension=22020.0943.25—
t-SNEOutput Dimension=22020.0943.2599.49
t-SNEOutput Dimension=22020.0943.2599.49
VAETarget Dimension=642020.0942.72—
VAEOutput Dimension=642020.0942.7299.49
VAEOutput Dimension=642020.0942.7299.49
PHATETarget Dimension=642020.0937.88—
PHATEOutput Dimension=642020.0937.8899.29
PHATEOutput Dimension=642020.0937.8899.29
UMAP/AETarget Dimension=642020.0937.67—
UMAP/AEOutput Dimension=642020.0937.6799.07
UMAP/AEOutput Dimension=642020.0937.6799.07
P. UMAPTarget Dimension=642020.0937.34—
Parametric UMAPOutput Dimension=642020.0937.3498.4
Parametric UMAPOutput Dimension=642020.0937.3498.4
UMAPTarget Dimension=642020.0936.76—
UMAPOutput Dimension=642020.0936.7698.31
UMAPOutput Dimension=642020.0936.7698.31
P. t-SNETarget Dimension=22020.0934.05—
P. t-SNEOutput Dimension=22020.0934.0598.67
Parametric t-SNEOutput Dimension=22020.0934.0598.67
UMAP/AETarget Dimension=22020.0933.75—
UMAP/AEOutput Dimension=22020.0933.7597.77
UMAP/AEOutput Dimension=22020.0933.7597.77
P. UMAPTarget Dimension=22020.0932.88—
Parametric UMAPOutput Dimension=22020.0932.8897.56
Parametric UMAPOutput Dimension=22020.0932.8897.56
SCVISTarget Dimension=22020.0932.05—
SCVISOutput Dimension=22020.0932.0596.93
SCVISOutput Dimension=22020.0932.0596.93
UMAPTarget Dimension=22020.0931.9—
UMAPOutput Dimension=22020.0931.997.58
UMAPOutput Dimension=22020.0931.997.58
IVISTarget Dimension=22020.0927.19—
IVISOutput Dimension=22020.0927.1995.08
IVISOutput Dimension=22020.0927.1995.08
PHATETarget Dimension=22020.0925.63—
PHATEOutput Dimension=22020.0925.6392.92
PHATEOutput Dimension=22020.0925.6392.92
VAETarget Dimension=22020.0925.44—
VAEOutput Dimension=22020.0925.4489.76
VAEOutput Dimension=22020.0925.4489.76
AETarget Dimension=22020.0924.84—
AEOutput Dimension=22020.0924.8494.88
AEOutput Dimension=22020.0924.8494.88
PCATarget Dimension=22020.0918.48—
PCAOutput Dimension=22020.0918.4883.8
PCAOutput Dimension=22020.0918.4883.8
SCVISTarget Dimension=642020.09-0.19—
SCVISOutput Dimension=642020.09-0.19—
SCVISOutput Dimension=642020.09-0.19—