diff --git a/lab1/assignment1.R b/lab1/assignment1.R index 308a99ee3151e2b22ae8f557f21c5f623cb88d0e..33b0f671ab009ad25af2c83380815e2857e0549d 100644 --- a/lab1/assignment1.R +++ b/lab1/assignment1.R @@ -66,12 +66,7 @@ plot_case = function(case, data) { nrow = 8, ncol = 8, byrow = TRUE) - heatmap( - x = digit_matrix, - Colv = NA, - Rowv = NA, - main = paste("Case:", case) - ) + heatmap(x = digit_matrix, Colv = NA, Rowv = NA, ) } for (case in easiest_cases) { @@ -130,8 +125,7 @@ legend( points(1:30, train_missclassification, col = "blue", - type = "l", -) + type = "l",) # Min classification rate for validation data print(which.min(valid_missclassification)) @@ -167,7 +161,7 @@ for (i in 1:30) { kernel = "rectangular") # one-shot encoded matrix of target variables (to skip loops) - X_true <- model.matrix(~ as.factor(valid$V65) - 1) + X_true <- model.matrix( ~ as.factor(valid$V65) - 1) X_pred <- temp_model_valid$prob valid_cross_entropy[i] = cross_entropy(X_true, X_pred) diff --git 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