feat: consolidates API

src/svm/svc.rs

@@ -78,7 +78,7 @@ use rand::seq::SliceRandom;
 
 use serde::{Deserialize, Serialize};
 
-use crate::base::Predictor;
+use crate::api::{Predictor, SupervisedEstimator};
 use crate::error::Failed;
 use crate::linalg::BaseVector;
 use crate::linalg::Matrix;
@@ -185,6 +185,14 @@ impl<T: RealNumber, M: Matrix<T>> Default for SVCParameters<T, M, LinearKernel>
     }
 }
 
+impl<T: RealNumber, M: Matrix<T>, K: Kernel<T, M::RowVector>>
+    SupervisedEstimator<M, M::RowVector, SVCParameters<T, M, K>> for SVC<T, M, K>
+{
+    fn fit(x: &M, y: &M::RowVector, parameters: SVCParameters<T, M, K>) -> Result<Self, Failed> {
+        SVC::fit(x, y, parameters)
+    }
+}
+
 impl<T: RealNumber, M: Matrix<T>, K: Kernel<T, M::RowVector>> Predictor<M, M::RowVector>
     for SVC<T, M, K>
 {