In case anyone is interested, here is the source code of IBM Qiskit's implementation of qSVMs x breast cancer: https://github.com/Qiskit/qiskit-tutorials/blob/master/legacy_tutorials/aqua/machine_learning/qsvm_classification.ipynb The changes I made in my approach were using different parameters and number of qubits as well as comparing the quantum implementation with the classical algorithm.