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Dataset:
Boston
finance
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=0.05]
Lasso Regression[reg=0.1]
Lasso Regression[reg=0.5]
Objective metrics
objective_value
Chart type
objective_curve
suboptimality_curve
relative_suboptimality_curve
bar_chart
Scale
semilog-y
semilog-x
loglog
linear
X-axis
Time
Quantiles
Save as view
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Dataset:
Boston
finance
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=0.05]
Lasso Regression[reg=0.1]
Lasso Regression[reg=0.5]
Objective column
objective_value
Chart type
objective_curve
suboptimality_curve
relative_suboptimality_curve
bar_chart
Scale
semilog-y
semilog-x
loglog
linear
X-axis
Time
Quantiles
Save as view
Result on lasso benchmark
CPU : 72
RAM (GB) : 376
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0.0e+0
5.0e−3
1.0e−2
1.5e−2
2.0e−2
2.5e−2
3.0e−2
3.5e−2
4.0e−2
3.0e+4
4.0e+4
5.0e+4
6.0e+4
7.0e+4
8.0e+4
9.0e+4
1.0e+5
1.1e+5
1.2e+5
1.3e+5
1.4e+5
1.5e+5
1.6e+5
Lasso Regression[reg=0.05]
Data: Boston
Time [sec]
F(x)
plotly-logomark
Solvers
(Click on a solver to hide it or double click to hide all the others)
Blitz
No description provided
cd
No description provided
cd nojit
No description provided
Celer
No description provided
cvxpy
No description provided
Cyanure
No description provided
L-BFGS-B
No description provided
Lightning
No description provided
Python-PGD[use_acceleration=False]
No description provided
Python-PGD[use_acceleration=True]
No description provided
sklearn
No description provided
System information
CPU
: 72
RAM (GB)
: 376
platform
: Linux4.15.0-139-generic-x86_64
processor
: Intel(R) Xeon(R) Gold 6140 CPU @ 2.30GHz
nb threads
: 1
numpy
: 1.20.3 blas=mkl_rt lapack=mkl_rt
scipy
: 1.7.1
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