PLSSVM - Parallel Least Squares Support Vector Machine: Class Members - Variables

PLSSVM - Parallel Least Squares Support Vector Machine 2.0.0

A Least Squares Support Vector Machine implementation using different backends.

- a -

alpha_ptr_ : plssvm::model< T, U >

- b -

backend : plssvm::detail::cmd::parser_predict , plssvm::detail::cmd::parser_train
block : plssvm::detail::execution_range

- c -

CHUNK_SIZE : plssvm::detail::sha256
class_name_ : plssvm::exception
coef0 : plssvm::detail::parameter< T >
column_ : plssvm::source_location
compute_kernel : plssvm::opencl::detail::kernel
contexts_ : plssvm::opencl::csvm
cost : plssvm::detail::parameter< T >
csvm_params : plssvm::detail::cmd::parser_train

- d -

data_ : plssvm::detail::gpu_device_ptr< T, queue_t, device_pointer_t > , plssvm::model< T, U >
data_intern_i_ : plssvm::sycl::detail::nd_range_device_kernel_linear< T > , plssvm::sycl::detail::nd_range_device_kernel_polynomial< T > , plssvm::sycl::detail::nd_range_device_kernel_rbf< T >
data_intern_j_ : plssvm::sycl::detail::nd_range_device_kernel_linear< T > , plssvm::sycl::detail::nd_range_device_kernel_polynomial< T > , plssvm::sycl::detail::nd_range_device_kernel_rbf< T >
default_init_ : plssvm::default_value< T >
degree : plssvm::detail::parameter< T >
device_context : plssvm::opencl::detail::context
devices : plssvm::opencl::detail::context
devices_ : plssvm::detail::gpu_csvm< device_ptr_t, queue_t >
DIGEST_SIZE : plssvm::detail::sha256
double_kernels : plssvm::opencl::detail::command_queue

- e -

entry_category : plssvm::detail::tracking_entry< T >
entry_name : plssvm::detail::tracking_entry< T >
entry_value : plssvm::detail::tracking_entry< T >
epsilon : plssvm::detail::cmd::parser_train
err_ : plssvm::opencl::detail::error_code

- f -

feature : plssvm::data_set< T, U >::scaling::factors
file_content_ : plssvm::detail::io::file_reader
file_name_ : plssvm::source_location
float_as_real_type : plssvm::detail::cmd::parser_predict , plssvm::detail::cmd::parser_scale , plssvm::detail::cmd::parser_train
float_kernels : plssvm::opencl::detail::command_queue
format : plssvm::detail::cmd::parser_scale
function_name_ : plssvm::source_location

- g -

gamma : plssvm::detail::parameter< T >
grid : plssvm::detail::execution_range

- i -

impl : plssvm::dpcpp::detail::queue , plssvm::hipsycl::detail::queue
input_filename : plssvm::detail::cmd::parser_predict , plssvm::detail::cmd::parser_scale , plssvm::detail::cmd::parser_train
invocation_type_ : plssvm::dpcpp::csvm , plssvm::hipsycl::csvm
is_open_ : plssvm::detail::io::file_reader
is_tracking_ : plssvm::detail::performance_tracker

- k -

k_ : plssvm::detail::sha256
kernel_type : plssvm::detail::parameter< T >

- l -

label_to_mapped_ : plssvm::data_set< T, U >::label_mapper
labels_ptr_ : plssvm::data_set< T, U >
line_ : plssvm::source_location
lines_ : plssvm::detail::io::file_reader
loc_ : plssvm::exception
lower : plssvm::data_set< T, U >::scaling::factors , plssvm::detail::cmd::parser_scale

- m -

mapped_to_label_ : plssvm::data_set< T, U >::label_mapper
mapping_ : plssvm::data_set< T, U >
max_iter : plssvm::detail::cmd::parser_train
model_filename : plssvm::detail::cmd::parser_predict , plssvm::detail::cmd::parser_train

- n -

num_bytes_ : plssvm::detail::io::file_reader
num_data_points_ : plssvm::data_set< T, U >
num_features_ : plssvm::data_set< T, U > , plssvm::model< T, U >
num_support_vectors_ : plssvm::model< T, U >

- p -

params_ : plssvm::csvm , plssvm::model< T, U >
performance_tracking_filename : plssvm::detail::cmd::parser_predict , plssvm::detail::cmd::parser_scale , plssvm::detail::cmd::parser_train
platform : plssvm::opencl::detail::context
predict_filename : plssvm::detail::cmd::parser_predict

- q -

queue : plssvm::opencl::detail::command_queue
queue_ : plssvm::detail::gpu_device_ptr< T, queue_t, device_pointer_t >

- r -

restore_filename : plssvm::detail::cmd::parser_scale
rho_ : plssvm::model< T, U >

- s -

save_filename : plssvm::detail::cmd::parser_scale
scale_parameters_ : plssvm::data_set< T, U >
scaled_filename : plssvm::detail::cmd::parser_scale
scaling_factors : plssvm::data_set< T, U >::scaling
scaling_interval : plssvm::data_set< T, U >::scaling
size_ : plssvm::detail::gpu_device_ptr< T, queue_t, device_pointer_t >
strings_as_labels : plssvm::detail::cmd::parser_predict , plssvm::detail::cmd::parser_scale , plssvm::detail::cmd::parser_train
sycl_implementation_type : plssvm::detail::cmd::parser_predict , plssvm::detail::cmd::parser_train
sycl_kernel_invocation_type : plssvm::detail::cmd::parser_train
sycl_queue : plssvm::dpcpp::detail::queue::queue_impl , plssvm::hipsycl::detail::queue::queue_impl

- t -

target : plssvm::detail::cmd::parser_predict , plssvm::detail::cmd::parser_train
target_ : plssvm::csvm
tracking_statistics : plssvm::detail::performance_tracker

- u -

upper : plssvm::data_set< T, U >::scaling::factors , plssvm::detail::cmd::parser_scale
use_default_init_ : plssvm::default_value< T >

- v -

value : plssvm::default_init< T >
value_ : plssvm::default_value< T >
vec : plssvm::operators::transposed< T >

- w -

w_ : plssvm::model< T, U >

- x -

X_ptr_ : plssvm::data_set< T, U >

- y -

y_ptr_ : plssvm::data_set< T, U >