gensvm_train.c

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#include "gensvm_train.h"

void gensvm_train(struct GenModel *model, struct GenData *data,
        struct GenModel *seed_model)
{
    // copy dataset parameters to model
    model->n = data->n;
    model->m = data->m;
    model->K = data->K;

    // allocate model
    gensvm_allocate_model(model);

    // initialize the V matrix (potentially with a seed model)
    gensvm_init_V(seed_model, model, data);

    // preprocess kernel
    gensvm_kernel_preprocess(model, data);

    // reallocate model for kernels
    gensvm_reallocate_model(model, data->n, data->r);

    // initialize weights
    gensvm_initialize_weights(data, model);

    // start training
    gensvm_optimize(model, data);
}