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Papers Benchmarks Datasets Tasks

leukemia dataset and benchmarks · SOTA2 Research

Research Datasets

leukemia

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

leukemia

100Accuracy

21

Sparse Regression

leukemia

0.01CPU Time

20

leukemia

0.01CPU Usage

20

Sparsity-constrained Optimization

leukemia

0.01CPU Cost

20

Sparse Classification

leukemia

0.01CPU

20

Lasso path computation

Leukemia subsampled (n=50, d=7128)

-0.349Log Acceleration Ratio

12

Feature Selection

leukemia

168Execution Time (s)

11

Bayesian Optimization

Leukemia

0.25Final Objective (Median)

5

Spectral Clustering

LEUKEMIA CuMiDa

50.6ARI

5

Elastic net regression

Leukemia

152Iterations

4

Genomic Classification

leukemia

87.29Balanced Accuracy

3

Lasso path solving

Leukemia 38 × 7129 Biological (libsvm + TCGA/Kaggle)

15.5Mean Wall-Clock Time (ms)

3

Leukemia

97.2Clustering Accuracy

2

Manifold Curvature Estimation

leukemia

0.336Average K

1

Dimension Reduction

Leukemia

—Primary metric

0

Popular tasks

Classification Clustering Sparse Classification Sparsity-constrained Optimization Sparse Regression

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