Class svm
- java.lang.Object
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- com.actelion.research.calc.regression.svm.svm
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public class svm extends java.lang.Object
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Field Summary
Fields Modifier and Type Field Description static int
LIBSVM_VERSION
static java.util.Random
rand
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Constructor Summary
Constructors Constructor Description svm()
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Method Summary
All Methods Static Methods Concrete Methods Modifier and Type Method Description static java.lang.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_nr_sv(svm_model model)
static void
svm_get_sv_indices(svm_model model, int[] indices)
static int
svm_get_svm_type(svm_model model)
static double
svm_get_svr_probability(svm_model model)
static svm_model
svm_load_model(java.io.BufferedReader fp)
static svm_model
svm_load_model(java.lang.String model_file_name)
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(java.lang.String model_file_name, svm_model model)
static void
svm_set_print_string_function(svm_print_interface print_func)
static svm_model
svm_train(svm_problem prob, svm_parameter param, ProgressController pg)
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Field Detail
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LIBSVM_VERSION
public static final int LIBSVM_VERSION
- See Also:
- Constant Field Values
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rand
public static final java.util.Random rand
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Method Detail
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svm_train
public static svm_model svm_train(svm_problem prob, svm_parameter param, ProgressController pg)
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svm_cross_validation
public static void svm_cross_validation(svm_problem prob, svm_parameter param, int nr_fold, double[] target)
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svm_get_svm_type
public static int svm_get_svm_type(svm_model model)
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svm_get_nr_class
public static int svm_get_nr_class(svm_model model)
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svm_get_labels
public static void svm_get_labels(svm_model model, int[] label)
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svm_get_sv_indices
public static void svm_get_sv_indices(svm_model model, int[] indices)
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svm_get_nr_sv
public static int svm_get_nr_sv(svm_model model)
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svm_get_svr_probability
public static double svm_get_svr_probability(svm_model model)
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svm_predict_values
public static double svm_predict_values(svm_model model, svm_node[] x, double[] dec_values)
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svm_predict_probability
public static double svm_predict_probability(svm_model model, svm_node[] x, double[] prob_estimates)
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svm_save_model
public static void svm_save_model(java.lang.String model_file_name, svm_model model) throws java.io.IOException
- Throws:
java.io.IOException
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svm_load_model
public static svm_model svm_load_model(java.lang.String model_file_name) throws java.io.IOException
- Throws:
java.io.IOException
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svm_load_model
public static svm_model svm_load_model(java.io.BufferedReader fp) throws java.io.IOException
- Throws:
java.io.IOException
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svm_check_parameter
public static java.lang.String svm_check_parameter(svm_problem prob, svm_parameter param)
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svm_check_probability_model
public static int svm_check_probability_model(svm_model model)
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svm_set_print_string_function
public static void svm_set_print_string_function(svm_print_interface print_func)
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