Created
September 4, 2016 20:06
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| default_parameters: | |
| experiment: adaptive combination | |
| dataset_filename: enron-kayla | |
| label_type: | |
| ham_label: -1 | |
| spam_label: 1 | |
| classifier_fast: | |
| type: adaline | |
| training_parameters: | |
| learning_rate: 0.005 | |
| initial_weights: null | |
| testing_parameters: {} | |
| classifier_slow: | |
| type: logistic regression | |
| training_parameters: | |
| learning_rate: 0.0005 | |
| initial_weights: null | |
| testing_parameters: {} | |
| training_parameters: | |
| adaptation_rate: 2 | |
| attack: | |
| parameters: | |
| start: .60 | |
| duration: .15 | |
| parameter_ranges: | |
| - name: attack | |
| key: [attack, type] | |
| values: | |
| - dictionary | |
| - empty | |
| - name: '% poisoned' | |
| key: [attack, parameters, percentage_samples_poisoned] | |
| values: | |
| - .10 | |
| - .50 | |
| - name: window operator | |
| key: [training_parameters, window_operator] | |
| values: | |
| - mean | |
| - median | |
| - name: window size | |
| key: [training_parameters, window_size] | |
| values: | |
| - 1 | |
| - 2 | |
| - 5 | |
| - 200 | |
| - 500 | |
| - 1000 | |
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