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], |
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"rules_description": [ |
|
"if (SSLfinal_State > 0.5) and (URL_of_Anchor <= 0.5) and (DNSRecord > 0.5) then class: -1 (proba: 98.61%) | based on 48 samples", |
|
"if (SSLfinal_State <= 0.5) and (on_mouseover > 0.5) and (Request_URL <= 0.5) then class: -1 (proba: 96.67%) | based on 19 samples", |
|
"if (Redirect > 0.5) and (SSLfinal_State > 0.5) and (web_traffic > 1.5) then class: 1 (proba: 89.19%) | based on 25 samples", |
|
"if (SFH <= 0.5) and (Prefix_Suffix <= 0.5) and (having_At_Symbol > 0.5) then class: -1 (proba: 74.14%) | based on 74 samples", |
|
"if (web_traffic <= 1.5) and (age_of_domain > 0.5) and (Request_URL <= 0.5) then class: -1 (proba: 50.0%) | based on 95 samples", |
|
"if (Domain_registeration_length > 0.5) and (web_traffic <= 1.5) and (Redirect <= 0.5) then class: -1 (proba: 74.86%) | based on 108 samples", |
|
"if (URL_of_Anchor > 0.5) and (Abnormal_URL > 0.5) and (having_Sub_Domain > 1.5) then class: 1 (proba: 88.97%) | based on 188 samples", |
|
"if (Links_in_tags > 0.5) and (Abnormal_URL > 0.5) and (SSLfinal_State <= 0.5) then class: -1 (proba: 91.69%) | based on 199 samples", |
|
"if (having_Sub_Domain <= 1.5) and (Links_in_tags > 0.5) and (web_traffic > 1.5) then class: 1 (proba: 57.03%) | based on 163 samples", |
|
"if (Prefix_Suffix <= 0.5) and (SSLfinal_State > 0.5) and (having_Sub_Domain <= 1.5) then class: 1 (proba: 56.23%) | based on 226 samples", |
|
"if (URL_of_Anchor > 0.5) and (Abnormal_URL > 0.5) and (age_of_domain <= 0.5) then class: 1 (proba: 65.52%) | based on 182 samples", |
|
"if (Links_in_tags > 0.5) and (Domain_registeration_length <= 0.5) and (URL_of_Anchor > 0.5) then class: 1 (proba: 72.7%) | based on 239 samples", |
|
"if (URL_of_Anchor <= 0.5) and (Links_pointing_to_page <= 0.5) and (SSLfinal_State <= 0.5) then class: -1 (proba: 100.0%) | based on 65 samples", |
|
"if (Prefix_Suffix <= 0.5) and (Links_in_tags <= 0.5) and (double_slash_redirecting <= 0.5) then class: -1 (proba: 77.19%) | based on 34 samples", |
|
"if (Prefix_Suffix <= 0.5) and (Links_pointing_to_page <= 1.5) and (web_traffic <= 1.5) then class: -1 (proba: 75.35%) | based on 327 samples" |
|
], |
|
"config": { |
|
"n_trees": 15, |
|
"max_depth": 3, |
|
"max_features": 4, |
|
"used_data": 0.1 |
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} |
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} |