Benchopt
Dataset:
Simulated[n_features=100,n_samples=10000,rho=0.3]
Simulated[n_features=500,n_samples=100,rho=0.3]
Objective:
Lasso Regression[fit_intercept=False,reg=0.5]
Lasso Regression[fit_intercept=False,reg=0.1]
Lasso Regression[fit_intercept=False,reg=0.05]
Objective column
objective_value
objective_support_size
objective_duality_gap
Chart type
objective_curve
suboptimality_curve
relative_suboptimality_curve
bar_chart
Scale
semilog-y
semilog-x
loglog
linear
X-axis
Quantiles
Benchopt
Open main menu
Home
Website
Github
Home
Website
Github
Download data
Change plot
Open main menu
Dataset:
Simulated[n_features=100,n_samples=10000,rho=0.3]
Simulated[n_features=500,n_samples=100,rho=0.3]
Objective:
Lasso Regression[fit_intercept=False,reg=0.5]
Lasso Regression[fit_intercept=False,reg=0.1]
Lasso Regression[fit_intercept=False,reg=0.05]
Objective column
objective_value
objective_support_size
objective_duality_gap
Chart type
objective_curve
suboptimality_curve
relative_suboptimality_curve
bar_chart
Scale
semilog-y
semilog-x
loglog
linear
X-axis
Quantiles
Result on lasso benchmark
CPU : 4
RAM (GB) : 16
CUDA : NVIDIA RTX A2000 12GB: cuda_11.4
Show more
Show system information
Download data
Solvers
(Click on a solver to hide it or double click to hide all the others)
System information
CPU
: 4
RAM (GB)
: 16
CUDA
: NVIDIA RTX A2000 12GB: cuda_11.4
platform
: Linux5.10.0-21-amd64-x86_64
processor
: Intel(R) Core(TM) i3-2120 CPU @ 3.30GHz
numpy
: 1.23.5
scipy
: 1.9.3
Close