Forward Pass ---------------------------------------------------------------- iter parent var knot mse terms gcv rsq grsq ---------------------------------------------------------------- 0 - - - 0.499072 1 0.499 0.000 0.000 1 0 1 73537 0.473866 3 0.474 0.051 0.050 2 0 2 57289 0.465526 5 0.466 0.067 0.067 3 0 0 20809 0.461430 7 0.462 0.075 0.075 4 0 0 46453 0.461352 9 0.462 0.076 0.075 ---------------------------------------------------------------- Stopping Condition 2: Improvement below threshold Pruning Pass ---------------------------------------------- iter bf terms mse gcv rsq grsq ---------------------------------------------- 0 - 9 0.46 0.462 0.076 0.075 1 3 8 0.46 0.462 0.076 0.075 2 7 7 0.46 0.462 0.076 0.075 3 1 6 0.46 0.462 0.076 0.075 4 5 5 0.46 0.462 0.075 0.075 5 6 4 0.46 0.462 0.075 0.075 6 8 3 0.47 0.466 0.067 0.067 7 4 2 0.47 0.474 0.050 0.050 8 2 1 0.50 0.499 -0.000 -0.000 ---------------------------------------------- Selected iteration: 3 Earth Model ---------------------------------------------- Basis Function Pruned Coefficient ---------------------------------------------- (Intercept) No -5.85887 h(h0-5) Yes None h(5-h0) No 0.570641 h(h1-24) Yes None h(24-h1) No 0.14277 h(specificity-0.181183) No -0.0712829 h(0.181183-specificity) No 0.789997 h(specificity-0.520774) Yes None h(0.520774-specificity) No 0.174245 ---------------------------------------------- MSE: 0.4614, GCV: 0.4615, RSQ: 0.0755, GRSQ: 0.0753 gcv specificity 0.11 h0 0.67 h1 0.22 h2 0.00 h3 0.00 RMSE on Predictions 0.6800870726785307