These features are the content-based features used in: Carlos Castillo, Debora Donato, Aristides Gionis, Vanessa Murdock, Fabrizio Silvestri: "Know your Neighbors: Web Spam Detection using the Web Topology". To appear in ACM SIGIR 2007. (Was DELIS technical report DELIS-TR-0458, 2006.) http://www.dcc.uchile.cl/~ccastill/papers/cdgms_2006_know_your_neighbors.pdf It was possible to compute content-based features only for 8,944 hosts that appeared the .graph files and had their home page and page with the maximum pagerank with content in the .warc file. ======================================================================================= HST_1 Number of words in the page (home page = hp) HST_2 Number of words in the title (hp) HST_3 Average word length (hp) HST_4 Fraction of anchor text (hp) HST_5 Fraction of visible text (hp) HST_6 Compression rate of the hp HST_7 Top 100 corpus precision (hp) HST_8 Top 200 corpus precision (hp) HST_9 Top 500 corpus precision (hp) HST_10 Top 1000 corpus precision (hp) HST_11 Top 100 corpus recall (hp) HST_12 Top 200 corpus recall (hp) HST_13 Top 500 corpus recall (hp) HST_14 Top 1000 corpus recall (hp) HST_15 Top 100 queries precision (hp) HST_16 Top 200 queries precision (hp) HST_17 Top 500 queries precision (hp) HST_18 Top 1000 queries precision (hp) HST_19 Top 100 queries recall (hp) HST_20 Top 200 queries recall (hp) HST_21 Top 500 queries recall (hp) HST_22 Top 1000 queries recall (hp) HST_23 Entropy (hp) HST_24 Independent LH (hp) HMG_25 Number of words in the page (page with max PageRank in the host = mp) HMG_26 Number of words in the title (mp) HMG_27 Average word length (mp) HMG_28 Fraction of anchor text (mp) HMG_29 Fraction of visible text (mp) HMG_30 Compression rate (mp) HMG_31 Top 100 corpus precision (mp) HMG_32 Top 200 corpus precision (mp) HMG_33 Top 500 corpus precision (mp) HMG_34 Top 1000 corpus precision (mp) HMG_35 Top 100 corpus recall (mp) HMG_36 Top 200 corpus recall (mp) HMG_37 Top 500 corpus recall (mp) HMG_38 Top 1000 corpus recall (mp) HMG_39 Top 100 queries precision (mp) HMG_40 Top 200 queries precision (mp) HMG_41 Top 500 queries precision (mp) HMG_42 Top 1000 queries precision (mp) HMG_43 Top 100 queries recall (mp) HMG_44 Top 200 queries recall (mp) HMG_45 Top 500 queries recall (mp) HMG_46 Top 1000 queries recall (mp) HMG_47 Entropy (mp) HMG_48 Independent LH (mp) AVG_49 Number of words in the page (average value for all pages in the host) AVG_50 Number of words in the title (average value for all pages in the host) AVG_51 Average word length (average value for all pages in the host) AVG_52 Fraction of anchor text (average value for all pages in the host) AVG_53 Fraction of visible text (average value for all pages in the host) AVG_54 Compression rate (average value for all pages in the host) AVG_55 Top 100 corpus precision (average value for all pages in the host) AVG_56 Top 200 corpus precision (average value for all pages in the host) AVG_57 Top 500 corpus precision (average value for all pages in the host) AVG_58 Top 1000 corpus precision (average value for all pages in the host) AVG_59 Top 100 corpus recall (average value for all pages in the host) AVG_60 Top 200 corpus recall (average value for all pages in the host) AVG_61 Top 500 corpus recall (average value for all pages in the host) AVG_62 Top 1000 corpus recall (average value for all pages in the host) AVG_63 Top 100 queries precision (average value for all pages in the host) AVG_64 Top 200 queries precision (average value for all pages in the host) AVG_65 Top 500 queries precision (average value for all pages in the host) AVG_66 Top 1000 queries precision (average value for all pages in the host) AVG_67 Top 100 queries recall (average value for all pages in the host) AVG_68 Top 200 queries recall (average value for all pages in the host) AVG_69 Top 500 queries recall (average value for all pages in the host) AVG_70 Top 1000 queries recall (average value for all pages in the host) AVG_71 Entropy (average value for all pages in the host) AVG_72 Independent LH (average value for all pages in the host) STD_73 Number of words in the page (Standard deviation for all pages in the host) STD_74 Number of words in the title (Standard deviation for all pages in the host) STD_75 Average word length (Standard deviation for all pages in the host) STD_76 Fraction of anchor text (Standard deviation for all pages in the host) STD_77 Fraction of visible text (Standard deviation for all pages in the host) STD_78 Compression rate in the home page (Standard deviation for all pages in the host) STD_79 Top 100 corpus precision (Standard deviation for all pages in the host) STD_80 Top 200 corpus precision (Standard deviation for all pages in the host) STD_81 Top 500 corpus precision (Standard deviation for all pages in the host) STD_82 Top 1000 corpus precision (Standard deviation for all pages in the host) STD_83 Top 100 corpus recall (Standard deviation for all pages in the host) STD_84 Top 200 corpus recall (Standard deviation for all pages in the host) STD_85 Top 500 corpus recall (Standard deviation for all pages in the host) STD_86 Top 1000 corpus recall (Standard deviation for all pages in the host) STD_87 Top 100 queries precision (Standard deviation for all pages in the host) STD_88 Top 200 queries precision (Standard deviation for all pages in the host) STD_89 Top 500 queries precision (Standard deviation for all pages in the host) STD_90 Top 1000 queries precision (Standard deviation for all pages in the host) STD_91 Top 100 queries recall (Standard deviation for all pages in the host) STD_92 Top 200 queries recall (Standard deviation for all pages in the host) STD_93 Top 500 queries recall (Standard deviation for all pages in the host) STD_94 Top 1000 queries recall (Standard deviation for all pages in the host) STD_95 Entropy (Standard deviation for all pages in the host) STD_96 Independent LH (Standard deviation for all pages in the host)