B
e
n
c
h
o
p
t
Dataset:
bcancer
bodyfat
diabetes
housing
Simulated[binary=True,n_features=500,n_samples=1000,random_state=27]
Simulated[binary=False,n_features=500,n_samples=1000,random_state=27]
Simulated[binary=True,n_features=200,n_samples=5000,random_state=27]
Simulated[binary=False,n_features=200,n_samples=5000,random_state=27]
Simulated[binary=True,n_features=500,n_samples=200,random_state=27]
Simulated[binary=False,n_features=500,n_samples=200,random_state=27]
Objective:
GLM[model=logreg]
GLM[model=linreg]
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
Benchopt
Open main menu
Home
Website
Github
Home
Website
Github
Download config
Download HTML
Download data
Change plot
Open main menu
Dataset:
bcancer
bodyfat
diabetes
housing
Simulated[binary=True,n_features=500,n_samples=1000,random_state=27]
Simulated[binary=False,n_features=500,n_samples=1000,random_state=27]
Simulated[binary=True,n_features=200,n_samples=5000,random_state=27]
Simulated[binary=False,n_features=200,n_samples=5000,random_state=27]
Simulated[binary=True,n_features=500,n_samples=200,random_state=27]
Simulated[binary=False,n_features=500,n_samples=200,random_state=27]
Objective:
GLM[model=logreg]
GLM[model=linreg]
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 glm benchmark
CPU : 8
RAM (GB) : 15
Show more
Show system information
Download :
Configs
HTML
Data
Select a tab
No selected view
Available plot views :
No plot view available
−1.0e+0
0.0e+0
1.0e+0
2.0e+0
3.0e+0
4.0e+0
5.0e+0
6.0e+0
1.0e−1
2.0e−1
5.0e−1
1.0e+0
2.0e+0
5.0e+0
1.0e+1
2.0e+1
5.0e+1
1.0e+2
2.0e+2
5.0e+2
1.0e+3
2.0e+3
5.0e+3
1.0e+4
GLM[model=linreg]
Data: bcancer
Time [sec]
F(x)
Not available
plotly-logomark
Solvers
(Click on a solver to hide it or double click to hide all the others)
System information
CPU
: 8
RAM (GB)
: 15
platform
: Linux6.8.0-31-generic-x86_64
processor
: Intel(R) Core(TM) i5-8350U CPU @ 1.70GHz
numpy
: 1.26.4
scipy
: 1.13.0
Close