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config.json
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config.json
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{
"true_if_training":true,
"data_file_location":"./Files/test.csv",
"neural_network_file_location":"./Outputs/Trained_Neural_Network.txt",
"log_file_location":"./Log/deep_neural_network_training.log",
"output_file_location":"./Outputs/Output.txt",
"output_confusion_matrix":true,
"collect_training_test_data":true,
"output_progress":true,
"use_default_target":true,
"number_of_input_values":785,
"value_maximum":255,
"value_minimum":0,
"number_of_hidden_layers":3,
"number_of_hidden_nodes": [30, 30, 30],
"number_of_hidden_nodesx":20,
"number_of_output_nodes":10,
"epoch_update":1,
"number_of_epochs":50,
"target_values": [
[ 0.9, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ],
[ 0.1, 0.9, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ],
[ 0.1, 0.1, 0.9, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ],
[ 0.1, 0.1, 0.1, 0.9, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ],
[ 0.1, 0.1, 0.1, 0.1, 0.9, 0.1, 0.1, 0.1, 0.1, 0.1 ],
[ 0.1, 0.1, 0.1, 0.1, 0.1, 0.9, 0.1, 0.1, 0.1, 0.1 ],
[ 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.9, 0.1, 0.1, 0.1 ],
[ 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.9, 0.1, 0.1 ],
[ 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.9, 0.1 ],
[ 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.9 ]
],
"momentum":0.9,
"learning_rate":0.1
}