Created
September 4, 2016 12:24
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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: 0.001 | |
| initial_weights: null | |
| testing_parameters: {} | |
| training_parameters: | |
| adaptation_rate: 2 | |
| window_size: 1 | |
| window_operator: mean | |
| attack: | |
| parameters: | |
| percentage_samples_poisoned: .50 | |
| start: .65 | |
| duration: .20 | |
| parameter_ranges: | |
| - name: η fast | |
| key: [classifier_fast, training_parameters, learning_rate] | |
| values: | |
| - .01 | |
| - .005 | |
| - name: η slow | |
| key: [classifier_slow, training_parameters, learning_rate] | |
| values: | |
| - .001 | |
| - .0005 | |
| - name: attack | |
| key: [attack, type] | |
| values: | |
| - dictionary | |
| - empty | |
| - name: window size | |
| key: [training_parameters, window_size] | |
| values: | |
| - 5 | |
| - 10 | |
| - 50 | |
| - 100 | |
| - 500 | |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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: 0.001 | |
| initial_weights: null | |
| testing_parameters: {} | |
| training_parameters: | |
| adaptation_rate: 2 | |
| window_size: 1 | |
| window_operator: mean | |
| attack: | |
| parameters: | |
| percentage_samples_poisoned: .50 | |
| start: .65 | |
| duration: .20 | |
| parameter_ranges: | |
| - name: η fast | |
| key: [classifier_fast, training_parameters, learning_rate] | |
| values: | |
| - .01 | |
| - .005 | |
| - name: η slow | |
| key: [classifier_slow, training_parameters, learning_rate] | |
| values: | |
| - .001 | |
| - .0005 | |
| - name: attack | |
| key: [attack, type] | |
| values: | |
| - dictionary | |
| - empty | |
| - name: window size | |
| key: [training_parameters, window_size] | |
| values: | |
| - 5 | |
| - 10 | |
| - 50 | |
| - 100 | |
| - 500 | |
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