Scikit-learn estimator
GradientBoostingRegressor
materials science
Input
List of 15 elemental and one-hot encoded features to evaluate model. The list includes: M_3site, M_i_3site, M_i_neut_site, M_i_5site, M_5site, charge_from, charge_to, epsilon, CovalentRadius_max_value, ElectronAffinity_composition_average, NUnfilled_difference, phi_arithmetic_average, Site1_AtomicRadii_arithmetic_average, Site1_BCCvolume_padiff_differenc, Site1_HHIr_composition_average
Type: ndarray
Shape: ['None', '15']
Output
Predictions of semiconductor defect level energies (in eV)
Type: ndarray
Shape: ['None']