Classes
class	decision_function
class	svm_model
class	svm_node
class	svm_parameter
class	svm_problem
Static Public Member Functions
static String	svm_check_parameter (svm_problem prob, svm_parameter param)
static int	svm_check_probability_model (svm_model model)
static void	svm_cross_validation (svm_problem prob, svm_parameter param, int nr_fold, double[] target)
static void	svm_get_labels (svm_model model, int[] label)
static int	svm_get_nr_class (svm_model model)
static int	svm_get_svm_type (svm_model model)
static double	svm_get_svr_probability (svm_model model)
static svm_model	svm_load_model (String model_file_name) throws IOException
static svm_model	svm_load_model (BufferedReader fp) throws IOException
static double	svm_predict (svm_model model, svm_node[] x)
static double	svm_predict_probability (svm_model model, svm_node[] x, double[] prob_estimates)
static double	svm_predict_values (svm_model model, svm_node[] x, double[] dec_values)
static void	svm_save_model (String model_file_name, svm_model model) throws IOException
static void	svm_set_print_string_function (svm_print_interface print_func)
static svm_model	svm_train (svm_problem prob, svm_parameter param)
Public Attributes
list	KERNEL_TYPE = ['LINEAR', 'POLY', 'RBF', 'SIGMOID', 'PRECOMPUTED']
tuple	libsvm = CDLL(find_library('svm'))
tuple	PRINT_STRING_FUN = CFUNCTYPE(None, c_char_p)
list	SVM_TYPE = ['C_SVC', 'NU_SVC', 'ONE_CLASS', 'EPSILON_SVR', 'NU_SVR' ]
Static Public Attributes
static final int	LIBSVM_VERSION = 300
Static Package Functions
static void	info (String s)
static decision_function	svm_train_one (svm_problem prob, svm_parameter param, double Cp, double Cn)
Static Package Attributes
static final String	kernel_type_table []
static final String	svm_type_table []
Static Private Member Functions
static double	atof (String s)
static int	atoi (String s)
static void	multiclass_probability (int k, double[][] r, double[] p)
static double	sigmoid_predict (double decision_value, double A, double B)
static void	sigmoid_train (int l, double[] dec_values, double[] labels, double[] probAB)
static void	solve_c_svc (svm_problem prob, svm_parameter param, double[] alpha, Solver.SolutionInfo si, double Cp, double Cn)
static void	solve_epsilon_svr (svm_problem prob, svm_parameter param, double[] alpha, Solver.SolutionInfo si)
static void	solve_nu_svc (svm_problem prob, svm_parameter param, double[] alpha, Solver.SolutionInfo si)
static void	solve_nu_svr (svm_problem prob, svm_parameter param, double[] alpha, Solver.SolutionInfo si)
static void	solve_one_class (svm_problem prob, svm_parameter param, double[] alpha, Solver.SolutionInfo si)
static void	svm_binary_svc_probability (svm_problem prob, svm_parameter param, double Cp, double Cn, double[] probAB)
static void	svm_group_classes (svm_problem prob, int[] nr_class_ret, int[][] label_ret, int[][] start_ret, int[][] count_ret, int[] perm)
static double	svm_svr_probability (svm_problem prob, svm_parameter param)
Static Private Attributes
static svm_print_interface	svm_print_stdout
static svm_print_interface	svm_print_string = svm_print_stdout

Detailed Description

Definition at line 1278 of file svm.java.

Member Function Documentation

static double libsvm.svm.atof ( String s ) [inline, static, private]

Definition at line 2482 of file svm.java.

static int libsvm.svm.atoi ( String s ) [inline, static, private]

Definition at line 2487 of file svm.java.

static void libsvm.svm.info ( String s ) [inline, static, package]

Definition at line 1295 of file svm.java.

static void libsvm.svm.multiclass_probability	(	int	k,
		double	r[][],
		double[]	p
	)		`[inline, static, private]`

Definition at line 1667 of file svm.java.

static double libsvm.svm.sigmoid_predict	(	double	decision_value,
		double	A,
		double	B
	)		`[inline, static, private]`

Definition at line 1657 of file svm.java.

static void libsvm.svm.sigmoid_train	(	int	l,
		double[]	dec_values,
		double[]	labels,
		double[]	probAB
	)		`[inline, static, private]`

Definition at line 1544 of file svm.java.

static void libsvm.svm.solve_c_svc	(	svm_problem	prob,
		svm_parameter	param,
		double[]	alpha,
		Solver.SolutionInfo	si,
		double	Cp,
		double	Cn
	)		`[inline, static, private]`

Definition at line 1300 of file svm.java.

static void libsvm.svm.solve_epsilon_svr	(	svm_problem	prob,
		svm_parameter	param,
		double[]	alpha,
		Solver.SolutionInfo	si
	)		`[inline, static, private]`

Definition at line 1411 of file svm.java.

static void libsvm.svm.solve_nu_svc	(	svm_problem	prob,
		svm_parameter	param,
		double[]	alpha,
		Solver.SolutionInfo	si
	)		`[inline, static, private]`

Definition at line 1332 of file svm.java.

static void libsvm.svm.solve_nu_svr	(	svm_problem	prob,
		svm_parameter	param,
		double[]	alpha,
		Solver.SolutionInfo	si
	)		`[inline, static, private]`

Definition at line 1444 of file svm.java.

static void libsvm.svm.solve_one_class	(	svm_problem	prob,
		svm_parameter	param,
		double[]	alpha,
		Solver.SolutionInfo	si
	)		`[inline, static, private]`

Definition at line 1383 of file svm.java.

static void libsvm.svm.svm_binary_svc_probability	(	svm_problem	prob,
		svm_parameter	param,
		double	Cp,
		double	Cn,
		double[]	probAB
	)		`[inline, static, private]`

Definition at line 1727 of file svm.java.

static String libsvm.svm.svm_check_parameter	(	svm_problem	prob,
		svm_parameter	param
	)		`[inline, static]`

Definition at line 2638 of file svm.java.

static int libsvm.svm.svm_check_probability_model ( svm_model model ) [inline, static]

Definition at line 2758 of file svm.java.

static void libsvm.svm.svm_cross_validation	(	svm_problem	prob,
		svm_parameter	param,
		int	nr_fold,
		double[]	target
	)		`[inline, static]`

Definition at line 2128 of file svm.java.

static void libsvm.svm.svm_get_labels	(	svm_model	model,
		int[]	label
	)		`[inline, static]`

Definition at line 2248 of file svm.java.

static int libsvm.svm.svm_get_nr_class ( svm_model model ) [inline, static]

Definition at line 2243 of file svm.java.

static int libsvm.svm.svm_get_svm_type ( svm_model model ) [inline, static]

Definition at line 2238 of file svm.java.

static double libsvm.svm.svm_get_svr_probability ( svm_model model ) [inline, static]

Definition at line 2255 of file svm.java.

static void libsvm.svm.svm_group_classes	(	svm_problem	prob,
		int[]	nr_class_ret,
		int	label_ret[][],
		int	start_ret[][],
		int	count_ret[][],
		int[]	perm
	)		`[inline, static, private]`

Definition at line 1839 of file svm.java.

static svm_model libsvm.svm.svm_load_model ( String model_file_name ) throws IOException [inline, static]

Definition at line 2492 of file svm.java.

static svm_model libsvm.svm.svm_load_model ( BufferedReader fp ) throws IOException [inline, static]

Definition at line 2497 of file svm.java.

static double libsvm.svm.svm_predict	(	svm_model	model,
		svm_node[]	x
	)		`[inline, static]`

Definition at line 2340 of file svm.java.

static double libsvm.svm.svm_predict_probability	(	svm_model	model,
		svm_node[]	x,
		double[]	prob_estimates
	)		`[inline, static]`

Definition at line 2354 of file svm.java.

static double libsvm.svm.svm_predict_values	(	svm_model	model,
		svm_node[]	x,
		double[]	dec_values
	)		`[inline, static]`

Definition at line 2267 of file svm.java.

static void libsvm.svm.svm_save_model	(	String	model_file_name,
		svm_model	model
	)		throws IOException `[inline, static]`

Definition at line 2397 of file svm.java.

static void libsvm.svm.svm_set_print_string_function ( svm_print_interface print_func ) [inline, static]

Definition at line 2769 of file svm.java.

static double libsvm.svm.svm_svr_probability	(	svm_problem	prob,
		svm_parameter	param
	)		`[inline, static, private]`

Definition at line 1808 of file svm.java.

static svm_model libsvm.svm.svm_train	(	svm_problem	prob,
		svm_parameter	param
	)		`[inline, static]`

Definition at line 1902 of file svm.java.

static decision_function libsvm.svm.svm_train_one	(	svm_problem	prob,
		svm_parameter	param,
		double	Cp,
		double	Cn
	)		`[inline, static, package]`

Definition at line 1486 of file svm.java.

Member Data Documentation

list libsvm.svm.KERNEL_TYPE = ['LINEAR', 'POLY', 'RBF', 'SIGMOID', 'PRECOMPUTED']

Definition at line 22 of file svm.py.

final String libsvm.svm.kernel_type_table[] [static, package]

Initial value:

        {
                "linear","polynomial","rbf","sigmoid","precomputed"
        }

Definition at line 2392 of file svm.java.

tuple libsvm.svm::libsvm = CDLL(find_library('svm'))

Definition at line 10 of file svm.py.

final int libsvm.svm.LIBSVM_VERSION = 300 [static]

Definition at line 1282 of file svm.java.

tuple libsvm.svm.PRINT_STRING_FUN = CFUNCTYPE(None, c_char_p)

Definition at line 26 of file svm.py.

svm_print_interface libsvm.svm.svm_print_stdout [static, private]

Initial value:

 new svm_print_interface()
        {
                public void print(String s)
                {
                        System.out.print(s);
                        System.out.flush();
                }
        }

Definition at line 1284 of file svm.java.

svm_print_interface libsvm.svm.svm_print_string = svm_print_stdout [static, private]

Definition at line 1293 of file svm.java.

list libsvm.svm.SVM_TYPE = ['C_SVC', 'NU_SVC', 'ONE_CLASS', 'EPSILON_SVR', 'NU_SVR' ]

Definition at line 21 of file svm.py.

final String libsvm.svm.svm_type_table[] [static, package]

Initial value:

        {
                "c_svc","nu_svc","one_class","epsilon_svr","nu_svr",
        }

Definition at line 2387 of file svm.java.

The documentation for this class was generated from the following files:

Classes

Static Public Member Functions

Public Attributes

Static Public Attributes

Static Package Functions

Static Package Attributes

Static Private Member Functions

Static Private Attributes

Detailed Description

Member Function Documentation

Member Data Documentation