Benchopt
Dataset:
Simulated[n_features=100,n_samples=200,normalize=True,with_ties=False]
Simulated[n_features=300,n_samples=500,normalize=True,with_ties=False]
Simulated[n_features=500,n_samples=1000,normalize=True,with_ties=False]
Objective:
Cox Estimation[l1_ratio=1.0,reg=0.1]
Cox Estimation[l1_ratio=0.7,reg=0.1]
Cox Estimation[l1_ratio=1.0,reg=0.01]
Cox Estimation[l1_ratio=0.7,reg=0.01]
Objective column
objective_value
objective_support_size
Chart type
objective_curve
suboptimality_curve
relative_suboptimality_curve
bar_chart
Scale
semilog-y
semilog-x
loglog
linear
X-axis
Quantiles
Benchopt
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Dataset:
Simulated[n_features=100,n_samples=200,normalize=True,with_ties=False]
Simulated[n_features=300,n_samples=500,normalize=True,with_ties=False]
Simulated[n_features=500,n_samples=1000,normalize=True,with_ties=False]
Objective:
Cox Estimation[l1_ratio=1.0,reg=0.1]
Cox Estimation[l1_ratio=0.7,reg=0.1]
Cox Estimation[l1_ratio=1.0,reg=0.01]
Cox Estimation[l1_ratio=0.7,reg=0.01]
Objective column
objective_value
objective_support_size
Chart type
objective_curve
suboptimality_curve
relative_suboptimality_curve
bar_chart
Scale
semilog-y
semilog-x
loglog
linear
X-axis
Quantiles
Result on cox benchmark
CPU : 20
RAM (GB) : 31
CUDA : NVIDIA T600 Laptop GPU: cuda_11.7
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Solvers
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System information
CPU
: 20
RAM (GB)
: 31
CUDA
: NVIDIA T600 Laptop GPU: cuda_11.7
platform
: Linux5.14.0-1059-oem-x86_64
processor
: 12th Gen Intel(R) Core(TM) i7-12700H
nb threads
: 1
numpy
: 1.24.3
scipy
: 1.10.1
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