Benchopt
Dataset:
libsvm[dataset=bodyfat]
libsvm[dataset=leukemia]
libsvm[dataset=gisette]
Simulated[n_features=5000,n_samples=100,rho=0]
Simulated[n_features=5000,n_samples=100,rho=0.6]
Simulated[n_features=1000,n_samples=500,rho=0]
Simulated[n_features=1000,n_samples=500,rho=0.6]
Objective:
Ridge Regression[fit_intercept=False,lmbd=1]
Ridge Regression[fit_intercept=False,lmbd=0.1]
Ridge Regression[fit_intercept=False,lmbd=0.01]
Objective metrics
objective_value
objective_Test loss
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:
libsvm[dataset=bodyfat]
libsvm[dataset=leukemia]
libsvm[dataset=gisette]
Simulated[n_features=5000,n_samples=100,rho=0]
Simulated[n_features=5000,n_samples=100,rho=0.6]
Simulated[n_features=1000,n_samples=500,rho=0]
Simulated[n_features=1000,n_samples=500,rho=0.6]
Objective:
Ridge Regression[fit_intercept=False,lmbd=1]
Ridge Regression[fit_intercept=False,lmbd=0.1]
Ridge Regression[fit_intercept=False,lmbd=0.01]
Objective column
objective_value
objective_Test loss
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 ridge benchmark
CPU : 80
RAM (GB) : 188
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System information
CPU
: 80
RAM (GB)
: 188
platform
: Linux4.18.0-305.40.2.el8_4.x86_64-x86_64
processor
: Intel(R) Xeon(R) Gold 6248 CPU @ 2.50GHz
numpy
: 1.21.6 blas=NO_ATLAS_INFO lapack=lapack
scipy
: 1.8.1
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