Benchopt
Dataset:
news20
Simulated[n_samples=100,n_features=5000]
Simulated[n_samples=100,n_features=10000]
Objective:
SVM Binary Classification (no intercept)[C=1.0]
SVM Binary Classification (no intercept)[C=0.1]
Objective metrics
objective_value
Chart type
objective_curve
suboptimality_curve
relative_suboptimality_curve
bar_chart
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semilog-y
semilog-x
loglog
linear
X-axis
Quantiles
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Dataset:
news20
Simulated[n_samples=100,n_features=5000]
Simulated[n_samples=100,n_features=10000]
Objective:
SVM Binary Classification (no intercept)[C=1.0]
SVM Binary Classification (no intercept)[C=0.1]
Objective column
objective_value
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 linear svm binary classif no intercept benchmark
CPU : 40
RAM (GB) : 252
CUDA : Cuda compilation tools, release 9.0, V9.0.176
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System information
CPU
: 40
RAM (GB)
: 252
CUDA
: Cuda compilation tools, release 9.0, V9.0.176
platform
: Linux4.15.0-112-generic-x86_64
processor
: Intel(R) Xeon(R) CPU E5-2698 v4 @ 2.20GHz
nb threads
: 1
numpy
: 1.21.2 blas=NO_ATLAS_INFO lapack=lapack
scipy
: 1.7.1
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