import data_handler
import matplotlib as mpl
mpl.use('TkAgg')
import matplotlib.pyplot as plt
import Task1
all_accs = []
sample_string = "adgjwryozm"
splits = ["1:34", "1:29", "1:24", "1:19", "1:14", "1:9", "1:4"]
for split in splits:
print("Current split %s" % split)
trainX, trainY, testX, testY = data_handler.splitData2TestTrain(
data_handler.pickDataClass(
'Handwrittenletters.txt',
data_handler.letter_2_digit_convert(sample_string)), 39, split)
all_accs.append(Task1.predict(trainX, trainY, testX, testY, 10))
print(all_accs)
x = [1, 2, 3, 4, 5, 6, 7]
# Plot the data
for i in range(len(x)):
plt.scatter(x[i], all_accs[i], color='black', marker='^')
plt.plot(x[i], all_accs[i], label=i)
plt.legend(loc='lower right', frameon=False)
# Show the plot
plt.show()
