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ResearchFormerly WizWand

Classification on HTRU2

98.16AccuracyRF
94.655295.565196.47597.3849May 12, 2026May 20, 2026May 29, 2026Jun 7, 2026Jun 16, 2026Jun 25, 2026Jul 4, 2026
Updated 3mo ago

Evaluation results

MethodLinks
RFInput Preprocessing=raw [0, 1], Split=validation2026.0798.16—
PIEFS-diagSupervision=supervised, Split=test2026.0797.97—
XGBoost2026.0597.9393.58
PIEFS-trotterSupervision=supervised, Split=test2026.0797.92—
PIEFS-offSupervision=supervised, Split=test2026.0797.9—
SGBSkNN2026.0597.8893.25
LRInput Preprocessing=standardisation, Split=validation2026.0797.88—
PCA+LRInput Preprocessing=standardisation, Split=validation2026.0797.88—
KNN2026.0597.8293.12
SVM2026.0597.892.95
MDL-GBC2026.0597.7692.86
NeuralEF*Supervision=unsupervised, Model=RBF-kernel NeuralEF2026.0797.47—
ScOrGBC2026.0597.4491.84
CART2026.0596.6889.99
GBTSVM2026.0594.7986.41