Benchopt
Dataset:
leukemia
libsvm[dataset=bodyfat]
Simulated[n_samples=100,n_features=5000,rho=0]
Simulated[n_samples=100,n_features=5000,rho=0.6]
Simulated[n_samples=100,n_features=10000,rho=0]
Simulated[n_samples=100,n_features=10000,rho=0.6]
Objective:
Lasso Regression[reg=0.5,fit_intercept=False]
Lasso Regression[reg=0.1,fit_intercept=False]
Lasso Regression[reg=0.05,fit_intercept=False]
Lasso Regression[reg=0.01,fit_intercept=False]
Objective metrics
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
Save as view
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Dataset:
leukemia
libsvm[dataset=bodyfat]
Simulated[n_samples=100,n_features=5000,rho=0]
Simulated[n_samples=100,n_features=5000,rho=0.6]
Simulated[n_samples=100,n_features=10000,rho=0]
Simulated[n_samples=100,n_features=10000,rho=0.6]
Objective:
Lasso Regression[reg=0.5,fit_intercept=False]
Lasso Regression[reg=0.1,fit_intercept=False]
Lasso Regression[reg=0.05,fit_intercept=False]
Lasso Regression[reg=0.01,fit_intercept=False]
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
Save as view
Result on lasso benchmark
CPU : 8
RAM (GB) : 31
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System information
CPU
: 8
RAM (GB)
: 31
platform
: Linux5.11.0-41-generic-x86_64
processor
: 11th Gen Intel(R) Core(TM) i7-1185G7 @ 3.00GHz
numpy
: 1.21.4 blas=openblas lapack=openblas
scipy
: 1.7.3
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