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Commit 2996fa4b authored by Boshra Ariguib's avatar Boshra Ariguib
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removed config.yaml

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dataset:
F_mult: 1
T_mult: 1
dtc_decision_tree_classifier:
architecture:
criterion: gini
max_depth: 5
max_features: 14
max_leaf_nodes: 15
min_impurity_decrease: 0
min_samples_leaf: 1
min_samples_split: 2
features:
abs_S_Smax: true
abs_S_Smin: true
abs_T_Tmax: true
abs_T_Tmin: true
count_anomalies_S: true
count_anomalies_T: true
max_variation_S: true
max_variation_T: true
mean_correlation: true
nb_measurements: true
ratio_anomalies_S: true
ratio_anomalies_T: true
rel_S_Smax_full_width: true
rel_S_Smax_semi_width: true
rel_S_Smin_full_width: true
rel_S_Smin_semi_width: true
rel_T_Tmax_full_width: true
rel_T_Tmax_semi_width: true
rel_T_Tmin_full_width: true
rel_T_Tmin_semi_width: true
global_parameters:
alarm_type: TEMP
random_seed: 0
mlp_multi_layer_perceptron:
batch_size: 16
dropout: 0.5
epochs: 250
epsilon: 1.0e-08
factor: 0.1
growth_rate: 16
learning_rate: 0.01
patience: 10
rfc_random_forest_classifier:
architecture:
criterion: gini
max_depth: 5
max_features: 14
max_leaf_nodes: 15
min_impurity_decrease: 0
min_samples_leaf: 1
min_samples_split: 2
number_of_trees: 11
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