Starting cxg2 and twitter (4000, 15126) 4000 {'C': 0.01, 'loss': 'squared_hinge'} STARTING UNMASKING ROUND 1 rus twitter cxg2 1 precision recall f1-score support by 0.91 0.85 0.88 2133 ru 0.93 0.96 0.94 5000 ua 0.98 0.96 0.97 2031 avg / total 0.94 0.94 0.93 9164 Reducing feature vectors. (41659, 15126) (9164, 15126) (41659, 15122) (9164, 15122) STARTING UNMASKING ROUND 2 rus twitter cxg2 2 precision recall f1-score support by 0.89 0.83 0.86 2133 ru 0.92 0.95 0.93 5000 ua 0.98 0.95 0.96 2031 avg / total 0.92 0.92 0.92 9164 Reducing feature vectors. (41659, 15122) (9164, 15122) (41659, 15118) (9164, 15118) STARTING UNMASKING ROUND 3 rus twitter cxg2 3 precision recall f1-score support by 0.89 0.82 0.86 2133 ru 0.91 0.95 0.93 5000 ua 0.98 0.95 0.96 2031 avg / total 0.92 0.92 0.92 9164 Reducing feature vectors. (41659, 15118) (9164, 15118) (41659, 15115) (9164, 15115) STARTING UNMASKING ROUND 4 rus twitter cxg2 4 precision recall f1-score support by 0.89 0.83 0.86 2133 ru 0.92 0.95 0.93 5000 ua 0.97 0.95 0.96 2031 avg / total 0.92 0.92 0.92 9164 Reducing feature vectors. (41659, 15115) (9164, 15115) (41659, 15110) (9164, 15110) STARTING UNMASKING ROUND 5 rus twitter cxg2 5 precision recall f1-score support by 0.89 0.82 0.85 2133 ru 0.91 0.95 0.93 5000 ua 0.97 0.94 0.96 2031 avg / total 0.92 0.92 0.92 9164 Reducing feature vectors. (41659, 15110) (9164, 15110) (41659, 15104) (9164, 15104) STARTING UNMASKING ROUND 6 rus twitter cxg2 6 precision recall f1-score support by 0.88 0.82 0.84 2133 ru 0.91 0.95 0.93 5000 ua 0.97 0.93 0.95 2031 avg / total 0.91 0.91 0.91 9164 Reducing feature vectors. (41659, 15104) (9164, 15104) (41659, 15099) (9164, 15099) STARTING UNMASKING ROUND 7 rus twitter cxg2 7 precision recall f1-score support by 0.87 0.81 0.84 2133 ru 0.90 0.95 0.92 5000 ua 0.96 0.93 0.95 2031 avg / total 0.91 0.91 0.91 9164 Reducing feature vectors. (41659, 15099) (9164, 15099) (41659, 15096) (9164, 15096) STARTING UNMASKING ROUND 8 rus twitter cxg2 8 precision recall f1-score support by 0.87 0.80 0.83 2133 ru 0.90 0.94 0.92 5000 ua 0.96 0.93 0.95 2031 avg / total 0.91 0.91 0.91 9164 Reducing feature vectors. (41659, 15096) (9164, 15096) (41659, 15090) (9164, 15090) STARTING UNMASKING ROUND 9 rus twitter cxg2 9 precision recall f1-score support by 0.87 0.80 0.83 2133 ru 0.90 0.94 0.92 5000 ua 0.96 0.93 0.94 2031 avg / total 0.91 0.91 0.91 9164 Reducing feature vectors. (41659, 15090) (9164, 15090) (41659, 15086) (9164, 15086) STARTING UNMASKING ROUND 10 rus twitter cxg2 10 precision recall f1-score support by 0.87 0.79 0.83 2133 ru 0.90 0.94 0.92 5000 ua 0.96 0.93 0.94 2031 avg / total 0.91 0.91 0.90 9164 Reducing feature vectors. (41659, 15086) (9164, 15086) (41659, 15081) (9164, 15081) STARTING UNMASKING ROUND 11 rus twitter cxg2 11 precision recall f1-score support by 0.87 0.78 0.82 2133 ru 0.89 0.94 0.92 5000 ua 0.96 0.93 0.94 2031 avg / total 0.90 0.90 0.90 9164 Reducing feature vectors. (41659, 15081) (9164, 15081) (41659, 15075) (9164, 15075) STARTING UNMASKING ROUND 12 rus twitter cxg2 12 precision recall f1-score support by 0.87 0.78 0.82 2133 ru 0.89 0.94 0.92 5000 ua 0.96 0.92 0.94 2031 avg / total 0.90 0.90 0.90 9164 Reducing feature vectors. (41659, 15075) (9164, 15075) (41659, 15069) (9164, 15069) STARTING UNMASKING ROUND 13 rus twitter cxg2 13 precision recall f1-score support by 0.87 0.78 0.82 2133 ru 0.89 0.94 0.92 5000 ua 0.95 0.92 0.93 2031 avg / total 0.90 0.90 0.90 9164 Reducing feature vectors. (41659, 15069) (9164, 15069) (41659, 15065) (9164, 15065) STARTING UNMASKING ROUND 14 rus twitter cxg2 14 precision recall f1-score support by 0.87 0.78 0.82 2133 ru 0.89 0.94 0.92 5000 ua 0.95 0.92 0.94 2031 avg / total 0.90 0.90 0.90 9164 Reducing feature vectors. (41659, 15065) (9164, 15065) (41659, 15059) (9164, 15059) STARTING UNMASKING ROUND 15 rus twitter cxg2 15 precision recall f1-score support by 0.87 0.78 0.82 2133 ru 0.89 0.94 0.92 5000 ua 0.95 0.92 0.94 2031 avg / total 0.90 0.90 0.90 9164 Reducing feature vectors. (41659, 15059) (9164, 15059) (41659, 15054) (9164, 15054) STARTING UNMASKING ROUND 16 rus twitter cxg2 16 precision recall f1-score support by 0.87 0.78 0.82 2133 ru 0.89 0.94 0.91 5000 ua 0.95 0.92 0.93 2031 avg / total 0.90 0.90 0.90 9164 Reducing feature vectors. (41659, 15054) (9164, 15054) (41659, 15048) (9164, 15048) STARTING UNMASKING ROUND 17 rus twitter cxg2 17 precision recall f1-score support by 0.87 0.77 0.81 2133 ru 0.88 0.94 0.91 5000 ua 0.95 0.92 0.93 2031 avg / total 0.90 0.90 0.89 9164 Reducing feature vectors. (41659, 15048) (9164, 15048) (41659, 15043) (9164, 15043) STARTING UNMASKING ROUND 18 rus twitter cxg2 18 precision recall f1-score support by 0.87 0.77 0.82 2133 ru 0.89 0.94 0.91 5000 ua 0.95 0.92 0.93 2031 avg / total 0.89 0.89 0.89 9164 Reducing feature vectors. (41659, 15043) (9164, 15043) (41659, 15038) (9164, 15038) STARTING UNMASKING ROUND 19 rus twitter cxg2 19 precision recall f1-score support by 0.86 0.77 0.81 2133 ru 0.88 0.94 0.91 5000 ua 0.95 0.92 0.93 2031 avg / total 0.89 0.89 0.89 9164 Reducing feature vectors. (41659, 15038) (9164, 15038) (41659, 15033) (9164, 15033) STARTING UNMASKING ROUND 20 rus twitter cxg2 20 precision recall f1-score support by 0.86 0.76 0.81 2133 ru 0.88 0.94 0.91 5000 ua 0.95 0.91 0.93 2031 avg / total 0.89 0.89 0.89 9164 Reducing feature vectors. (41659, 15033) (9164, 15033) (41659, 15028) (9164, 15028) STARTING UNMASKING ROUND 21 rus twitter cxg2 21 precision recall f1-score support by 0.85 0.76 0.80 2133 ru 0.88 0.93 0.90 5000 ua 0.94 0.90 0.92 2031 avg / total 0.89 0.89 0.88 9164 Reducing feature vectors. (41659, 15028) (9164, 15028) (41659, 15023) (9164, 15023) STARTING UNMASKING ROUND 22 rus twitter cxg2 22 precision recall f1-score support by 0.85 0.76 0.80 2133 ru 0.88 0.93 0.90 5000 ua 0.94 0.90 0.92 2031 avg / total 0.88 0.88 0.88 9164 Reducing feature vectors. (41659, 15023) (9164, 15023) (41659, 15017) (9164, 15017) STARTING UNMASKING ROUND 23 rus twitter cxg2 23 precision recall f1-score support by 0.85 0.75 0.80 2133 ru 0.87 0.93 0.90 5000 ua 0.94 0.90 0.92 2031 avg / total 0.88 0.88 0.88 9164 Reducing feature vectors. (41659, 15017) (9164, 15017) (41659, 15011) (9164, 15011) STARTING UNMASKING ROUND 24 rus twitter cxg2 24 precision recall f1-score support by 0.85 0.75 0.80 2133 ru 0.87 0.93 0.90 5000 ua 0.94 0.90 0.92 2031 avg / total 0.88 0.88 0.88 9164 Reducing feature vectors. (41659, 15011) (9164, 15011) (41659, 15005) (9164, 15005) STARTING UNMASKING ROUND 25 rus twitter cxg2 25 precision recall f1-score support by 0.85 0.75 0.80 2133 ru 0.87 0.93 0.90 5000 ua 0.94 0.90 0.92 2031 avg / total 0.88 0.88 0.88 9164 Reducing feature vectors. (41659, 15005) (9164, 15005) (41659, 14999) (9164, 14999) STARTING UNMASKING ROUND 26 rus twitter cxg2 26 precision recall f1-score support by 0.85 0.74 0.79 2133 ru 0.87 0.93 0.90 5000 ua 0.94 0.90 0.92 2031 avg / total 0.88 0.88 0.88 9164 Reducing feature vectors. (41659, 14999) (9164, 14999) (41659, 14993) (9164, 14993) STARTING UNMASKING ROUND 27 rus twitter cxg2 27 precision recall f1-score support by 0.85 0.74 0.79 2133 ru 0.87 0.93 0.90 5000 ua 0.93 0.89 0.91 2031 avg / total 0.88 0.88 0.87 9164 Reducing feature vectors. (41659, 14993) (9164, 14993) (41659, 14988) (9164, 14988) STARTING UNMASKING ROUND 28 rus twitter cxg2 28 precision recall f1-score support by 0.84 0.73 0.78 2133 ru 0.86 0.93 0.89 5000 ua 0.93 0.89 0.91 2031 avg / total 0.87 0.87 0.87 9164 Reducing feature vectors. (41659, 14988) (9164, 14988) (41659, 14982) (9164, 14982) STARTING UNMASKING ROUND 29 rus twitter cxg2 29 precision recall f1-score support by 0.84 0.73 0.78 2133 ru 0.86 0.93 0.89 5000 ua 0.93 0.88 0.91 2031 avg / total 0.87 0.87 0.87 9164 Reducing feature vectors. (41659, 14982) (9164, 14982) (41659, 14977) (9164, 14977) STARTING UNMASKING ROUND 30 rus twitter cxg2 30 precision recall f1-score support by 0.84 0.73 0.78 2133 ru 0.86 0.93 0.89 5000 ua 0.93 0.88 0.90 2031 avg / total 0.87 0.87 0.87 9164 Reducing feature vectors. (41659, 14977) (9164, 14977) (41659, 14972) (9164, 14972) STARTING UNMASKING ROUND 31 rus twitter cxg2 31 precision recall f1-score support by 0.84 0.73 0.78 2133 ru 0.86 0.93 0.89 5000 ua 0.93 0.88 0.91 2031 avg / total 0.87 0.87 0.87 9164 Reducing feature vectors. (41659, 14972) (9164, 14972) (41659, 14967) (9164, 14967) STARTING UNMASKING ROUND 32 rus twitter cxg2 32 precision recall f1-score support by 0.84 0.73 0.78 2133 ru 0.86 0.93 0.89 5000 ua 0.93 0.88 0.90 2031 avg / total 0.87 0.87 0.87 9164 Reducing feature vectors. (41659, 14967) (9164, 14967) (41659, 14961) (9164, 14961) STARTING UNMASKING ROUND 33 rus twitter cxg2 33 precision recall f1-score support by 0.84 0.72 0.78 2133 ru 0.86 0.93 0.89 5000 ua 0.92 0.88 0.90 2031 avg / total 0.87 0.87 0.87 9164 Reducing feature vectors. (41659, 14961) (9164, 14961) (41659, 14955) (9164, 14955) STARTING UNMASKING ROUND 34 rus twitter cxg2 34 precision recall f1-score support by 0.84 0.73 0.78 2133 ru 0.86 0.92 0.89 5000 ua 0.92 0.88 0.90 2031 avg / total 0.87 0.87 0.87 9164 Reducing feature vectors. (41659, 14955) (9164, 14955) (41659, 14951) (9164, 14951) STARTING UNMASKING ROUND 35 rus twitter cxg2 35 precision recall f1-score support by 0.83 0.72 0.77 2133 ru 0.86 0.92 0.89 5000 ua 0.92 0.88 0.90 2031 avg / total 0.87 0.87 0.87 9164 Reducing feature vectors. (41659, 14951) (9164, 14951) (41659, 14945) (9164, 14945) STARTING UNMASKING ROUND 36 rus twitter cxg2 36 precision recall f1-score support by 0.83 0.72 0.77 2133 ru 0.86 0.92 0.89 5000 ua 0.92 0.88 0.90 2031 avg / total 0.87 0.87 0.87 9164 Reducing feature vectors. (41659, 14945) (9164, 14945) (41659, 14940) (9164, 14940) STARTING UNMASKING ROUND 37 rus twitter cxg2 37 precision recall f1-score support by 0.83 0.72 0.77 2133 ru 0.86 0.92 0.89 5000 ua 0.92 0.88 0.90 2031 avg / total 0.87 0.87 0.86 9164 Reducing feature vectors. (41659, 14940) (9164, 14940) (41659, 14934) (9164, 14934) STARTING UNMASKING ROUND 38 rus twitter cxg2 38 precision recall f1-score support by 0.83 0.72 0.77 2133 ru 0.86 0.92 0.89 5000 ua 0.92 0.88 0.90 2031 avg / total 0.86 0.86 0.86 9164 Reducing feature vectors. (41659, 14934) (9164, 14934) (41659, 14928) (9164, 14928) STARTING UNMASKING ROUND 39 rus twitter cxg2 39 precision recall f1-score support by 0.83 0.72 0.77 2133 ru 0.86 0.92 0.89 5000 ua 0.92 0.87 0.90 2031 avg / total 0.86 0.86 0.86 9164 Reducing feature vectors. (41659, 14928) (9164, 14928) (41659, 14924) (9164, 14924) STARTING UNMASKING ROUND 40 rus twitter cxg2 40 precision recall f1-score support by 0.83 0.72 0.77 2133 ru 0.85 0.92 0.89 5000 ua 0.92 0.87 0.90 2031 avg / total 0.86 0.86 0.86 9164 Reducing feature vectors. (41659, 14924) (9164, 14924) (41659, 14918) (9164, 14918) STARTING UNMASKING ROUND 41 rus twitter cxg2 41 precision recall f1-score support by 0.83 0.72 0.77 2133 ru 0.86 0.92 0.89 5000 ua 0.92 0.87 0.90 2031 avg / total 0.86 0.86 0.86 9164 Reducing feature vectors. (41659, 14918) (9164, 14918) (41659, 14914) (9164, 14914) STARTING UNMASKING ROUND 42 rus twitter cxg2 42 precision recall f1-score support by 0.83 0.72 0.77 2133 ru 0.85 0.92 0.89 5000 ua 0.92 0.87 0.90 2031 avg / total 0.86 0.86 0.86 9164 Reducing feature vectors. (41659, 14914) (9164, 14914) (41659, 14908) (9164, 14908) STARTING UNMASKING ROUND 43 rus twitter cxg2 43 precision recall f1-score support by 0.83 0.72 0.77 2133 ru 0.85 0.92 0.89 5000 ua 0.92 0.87 0.89 2031 avg / total 0.86 0.86 0.86 9164 Reducing feature vectors. (41659, 14908) (9164, 14908) (41659, 14903) (9164, 14903) STARTING UNMASKING ROUND 44 rus twitter cxg2 44 precision recall f1-score support by 0.82 0.72 0.77 2133 ru 0.85 0.92 0.88 5000 ua 0.92 0.87 0.89 2031 avg / total 0.86 0.86 0.86 9164 Reducing feature vectors. (41659, 14903) (9164, 14903) (41659, 14897) (9164, 14897) STARTING UNMASKING ROUND 45 rus twitter cxg2 45 precision recall f1-score support by 0.83 0.71 0.76 2133 ru 0.85 0.92 0.88 5000 ua 0.92 0.87 0.89 2031 avg / total 0.86 0.86 0.86 9164 Reducing feature vectors. (41659, 14897) (9164, 14897) (41659, 14891) (9164, 14891) STARTING UNMASKING ROUND 46 rus twitter cxg2 46 precision recall f1-score support by 0.82 0.71 0.76 2133 ru 0.85 0.92 0.88 5000 ua 0.92 0.87 0.89 2031 avg / total 0.86 0.86 0.86 9164 Reducing feature vectors. (41659, 14891) (9164, 14891) (41659, 14886) (9164, 14886) STARTING UNMASKING ROUND 47 rus twitter cxg2 47 precision recall f1-score support by 0.82 0.71 0.76 2133 ru 0.85 0.92 0.88 5000 ua 0.91 0.87 0.89 2031 avg / total 0.86 0.86 0.86 9164 Reducing feature vectors. (41659, 14886) (9164, 14886) (41659, 14881) (9164, 14881) STARTING UNMASKING ROUND 48 rus twitter cxg2 48 precision recall f1-score support by 0.82 0.71 0.76 2133 ru 0.85 0.92 0.88 5000 ua 0.91 0.87 0.89 2031 avg / total 0.86 0.86 0.85 9164 Reducing feature vectors. (41659, 14881) (9164, 14881) (41659, 14875) (9164, 14875) STARTING UNMASKING ROUND 49 rus twitter cxg2 49 precision recall f1-score support by 0.82 0.70 0.76 2133 ru 0.85 0.92 0.88 5000 ua 0.91 0.86 0.88 2031 avg / total 0.85 0.86 0.85 9164 Reducing feature vectors. (41659, 14875) (9164, 14875) (41659, 14869) (9164, 14869) STARTING UNMASKING ROUND 50 rus twitter cxg2 50 precision recall f1-score support by 0.82 0.70 0.75 2133 ru 0.85 0.92 0.88 5000 ua 0.91 0.86 0.88 2031 avg / total 0.85 0.85 0.85 9164 Reducing feature vectors. (41659, 14869) (9164, 14869) (41659, 14863) (9164, 14863) STARTING UNMASKING ROUND 51 rus twitter cxg2 51 precision recall f1-score support by 0.82 0.70 0.76 2133 ru 0.85 0.92 0.88 5000 ua 0.91 0.86 0.88 2031 avg / total 0.85 0.85 0.85 9164 Reducing feature vectors. (41659, 14863) (9164, 14863) (41659, 14859) (9164, 14859) STARTING UNMASKING ROUND 52 rus twitter cxg2 52 precision recall f1-score support by 0.82 0.70 0.76 2133 ru 0.85 0.92 0.88 5000 ua 0.91 0.86 0.88 2031 avg / total 0.85 0.85 0.85 9164 Reducing feature vectors. (41659, 14859) (9164, 14859) (41659, 14853) (9164, 14853) STARTING UNMASKING ROUND 53 rus twitter cxg2 53 precision recall f1-score support by 0.82 0.70 0.75 2133 ru 0.85 0.92 0.88 5000 ua 0.91 0.86 0.88 2031 avg / total 0.85 0.85 0.85 9164 Reducing feature vectors. (41659, 14853) (9164, 14853) (41659, 14849) (9164, 14849) STARTING UNMASKING ROUND 54 rus twitter cxg2 54 precision recall f1-score support by 0.82 0.70 0.76 2133 ru 0.85 0.91 0.88 5000 ua 0.90 0.86 0.88 2031 avg / total 0.85 0.85 0.85 9164 Reducing feature vectors. (41659, 14849) (9164, 14849) (41659, 14844) (9164, 14844) STARTING UNMASKING ROUND 55 rus twitter cxg2 55 precision recall f1-score support by 0.82 0.70 0.75 2133 ru 0.85 0.91 0.88 5000 ua 0.90 0.86 0.88 2031 avg / total 0.85 0.85 0.85 9164 Reducing feature vectors. (41659, 14844) (9164, 14844) (41659, 14838) (9164, 14838) STARTING UNMASKING ROUND 56 rus twitter cxg2 56 precision recall f1-score support by 0.82 0.70 0.75 2133 ru 0.85 0.91 0.88 5000 ua 0.90 0.86 0.88 2031 avg / total 0.85 0.85 0.85 9164 Reducing feature vectors. (41659, 14838) (9164, 14838) (41659, 14832) (9164, 14832) STARTING UNMASKING ROUND 57 rus twitter cxg2 57 precision recall f1-score support by 0.82 0.70 0.75 2133 ru 0.84 0.91 0.88 5000 ua 0.90 0.86 0.88 2031 avg / total 0.85 0.85 0.85 9164 Reducing feature vectors. (41659, 14832) (9164, 14832) (41659, 14826) (9164, 14826) STARTING UNMASKING ROUND 58 rus twitter cxg2 58 precision recall f1-score support by 0.82 0.69 0.75 2133 ru 0.84 0.91 0.88 5000 ua 0.90 0.86 0.88 2031 avg / total 0.85 0.85 0.85 9164 Reducing feature vectors. (41659, 14826) (9164, 14826) (41659, 14821) (9164, 14821) STARTING UNMASKING ROUND 59 rus twitter cxg2 59 precision recall f1-score support by 0.82 0.69 0.75 2133 ru 0.84 0.91 0.88 5000 ua 0.90 0.86 0.88 2031 avg / total 0.85 0.85 0.85 9164 Reducing feature vectors. (41659, 14821) (9164, 14821) (41659, 14815) (9164, 14815) STARTING UNMASKING ROUND 60 rus twitter cxg2 60 precision recall f1-score support by 0.82 0.69 0.75 2133 ru 0.84 0.91 0.88 5000 ua 0.90 0.86 0.88 2031 avg / total 0.85 0.85 0.85 9164 Reducing feature vectors. (41659, 14815) (9164, 14815) (41659, 14809) (9164, 14809) STARTING UNMASKING ROUND 61 rus twitter cxg2 61 precision recall f1-score support by 0.81 0.69 0.75 2133 ru 0.84 0.91 0.88 5000 ua 0.90 0.86 0.88 2031 avg / total 0.85 0.85 0.85 9164 Reducing feature vectors. (41659, 14809) (9164, 14809) (41659, 14804) (9164, 14804) STARTING UNMASKING ROUND 62 rus twitter cxg2 62 precision recall f1-score support by 0.82 0.69 0.75 2133 ru 0.84 0.91 0.87 5000 ua 0.90 0.86 0.88 2031 avg / total 0.85 0.85 0.85 9164 Reducing feature vectors. (41659, 14804) (9164, 14804) (41659, 14799) (9164, 14799) STARTING UNMASKING ROUND 63 rus twitter cxg2 63 precision recall f1-score support by 0.81 0.69 0.75 2133 ru 0.84 0.91 0.87 5000 ua 0.90 0.85 0.88 2031 avg / total 0.85 0.85 0.84 9164 Reducing feature vectors. (41659, 14799) (9164, 14799) (41659, 14795) (9164, 14795) STARTING UNMASKING ROUND 64 rus twitter cxg2 64 precision recall f1-score support by 0.81 0.68 0.74 2133 ru 0.84 0.91 0.87 5000 ua 0.90 0.86 0.88 2031 avg / total 0.85 0.85 0.84 9164 Reducing feature vectors. (41659, 14795) (9164, 14795) (41659, 14791) (9164, 14791) STARTING UNMASKING ROUND 65 rus twitter cxg2 65 precision recall f1-score support by 0.81 0.68 0.74 2133 ru 0.84 0.91 0.87 5000 ua 0.90 0.85 0.88 2031 avg / total 0.84 0.85 0.84 9164 Reducing feature vectors. (41659, 14791) (9164, 14791) (41659, 14785) (9164, 14785) STARTING UNMASKING ROUND 66 rus twitter cxg2 66 precision recall f1-score support by 0.81 0.68 0.74 2133 ru 0.84 0.91 0.87 5000 ua 0.90 0.85 0.88 2031 avg / total 0.84 0.84 0.84 9164 Reducing feature vectors. (41659, 14785) (9164, 14785) (41659, 14780) (9164, 14780) STARTING UNMASKING ROUND 67 rus twitter cxg2 67 precision recall f1-score support by 0.80 0.68 0.74 2133 ru 0.84 0.91 0.87 5000 ua 0.90 0.85 0.88 2031 avg / total 0.84 0.84 0.84 9164 Reducing feature vectors. (41659, 14780) (9164, 14780) (41659, 14775) (9164, 14775) STARTING UNMASKING ROUND 68 rus twitter cxg2 68 precision recall f1-score support by 0.80 0.68 0.74 2133 ru 0.84 0.91 0.87 5000 ua 0.90 0.85 0.88 2031 avg / total 0.84 0.84 0.84 9164 Reducing feature vectors. (41659, 14775) (9164, 14775) (41659, 14769) (9164, 14769) STARTING UNMASKING ROUND 69 rus twitter cxg2 69 precision recall f1-score support by 0.80 0.68 0.73 2133 ru 0.83 0.91 0.87 5000 ua 0.90 0.85 0.87 2031 avg / total 0.84 0.84 0.84 9164 Reducing feature vectors. (41659, 14769) (9164, 14769) (41659, 14764) (9164, 14764) STARTING UNMASKING ROUND 70 rus twitter cxg2 70 precision recall f1-score support by 0.80 0.67 0.73 2133 ru 0.83 0.91 0.87 5000 ua 0.90 0.84 0.87 2031 avg / total 0.84 0.84 0.84 9164 Reducing feature vectors. (41659, 14764) (9164, 14764) (41659, 14758) (9164, 14758) STARTING UNMASKING ROUND 71 rus twitter cxg2 71 precision recall f1-score support by 0.80 0.67 0.73 2133 ru 0.83 0.91 0.87 5000 ua 0.89 0.84 0.87 2031 avg / total 0.84 0.84 0.83 9164 Reducing feature vectors. (41659, 14758) (9164, 14758) (41659, 14753) (9164, 14753) STARTING UNMASKING ROUND 72 rus twitter cxg2 72 precision recall f1-score support by 0.80 0.67 0.73 2133 ru 0.83 0.91 0.87 5000 ua 0.90 0.84 0.87 2031 avg / total 0.84 0.84 0.83 9164 Reducing feature vectors. (41659, 14753) (9164, 14753) (41659, 14747) (9164, 14747) STARTING UNMASKING ROUND 73 rus twitter cxg2 73 precision recall f1-score support by 0.80 0.67 0.73 2133 ru 0.83 0.91 0.87 5000 ua 0.89 0.84 0.87 2031 avg / total 0.84 0.84 0.83 9164 Reducing feature vectors. (41659, 14747) (9164, 14747) (41659, 14741) (9164, 14741) STARTING UNMASKING ROUND 74 rus twitter cxg2 74 precision recall f1-score support by 0.80 0.67 0.73 2133 ru 0.83 0.91 0.87 5000 ua 0.90 0.84 0.87 2031 avg / total 0.84 0.84 0.83 9164 Reducing feature vectors. (41659, 14741) (9164, 14741) (41659, 14736) (9164, 14736) STARTING UNMASKING ROUND 75 rus twitter cxg2 75 precision recall f1-score support by 0.80 0.67 0.73 2133 ru 0.83 0.91 0.87 5000 ua 0.90 0.84 0.87 2031 avg / total 0.84 0.84 0.83 9164 Reducing feature vectors. (41659, 14736) (9164, 14736) (41659, 14731) (9164, 14731) STARTING UNMASKING ROUND 76 rus twitter cxg2 76 precision recall f1-score support by 0.80 0.67 0.73 2133 ru 0.83 0.91 0.86 5000 ua 0.89 0.84 0.86 2031 avg / total 0.83 0.83 0.83 9164 Reducing feature vectors. (41659, 14731) (9164, 14731) (41659, 14725) (9164, 14725) STARTING UNMASKING ROUND 77 rus twitter cxg2 77 precision recall f1-score support by 0.80 0.66 0.73 2133 ru 0.83 0.91 0.86 5000 ua 0.89 0.84 0.86 2031 avg / total 0.83 0.83 0.83 9164 Reducing feature vectors. (41659, 14725) (9164, 14725) (41659, 14719) (9164, 14719) STARTING UNMASKING ROUND 78 rus twitter cxg2 78 precision recall f1-score support by 0.80 0.66 0.72 2133 ru 0.83 0.90 0.86 5000 ua 0.89 0.84 0.86 2031 avg / total 0.83 0.83 0.83 9164 Reducing feature vectors. (41659, 14719) (9164, 14719) (41659, 14714) (9164, 14714) STARTING UNMASKING ROUND 79 rus twitter cxg2 79 precision recall f1-score support by 0.80 0.66 0.72 2133 ru 0.82 0.90 0.86 5000 ua 0.89 0.83 0.86 2031 avg / total 0.83 0.83 0.83 9164 Reducing feature vectors. (41659, 14714) (9164, 14714) (41659, 14708) (9164, 14708) STARTING UNMASKING ROUND 80 rus twitter cxg2 80 precision recall f1-score support by 0.80 0.66 0.72 2133 ru 0.82 0.90 0.86 5000 ua 0.89 0.83 0.86 2031 avg / total 0.83 0.83 0.83 9164 Reducing feature vectors. (41659, 14708) (9164, 14708) (41659, 14702) (9164, 14702) STARTING UNMASKING ROUND 81 rus twitter cxg2 81 precision recall f1-score support by 0.80 0.66 0.72 2133 ru 0.82 0.90 0.86 5000 ua 0.89 0.83 0.86 2031 avg / total 0.83 0.83 0.83 9164 Reducing feature vectors. (41659, 14702) (9164, 14702) (41659, 14697) (9164, 14697) STARTING UNMASKING ROUND 82 rus twitter cxg2 82 precision recall f1-score support by 0.80 0.66 0.72 2133 ru 0.82 0.90 0.86 5000 ua 0.89 0.83 0.86 2031 avg / total 0.83 0.83 0.83 9164 Reducing feature vectors. (41659, 14697) (9164, 14697) (41659, 14691) (9164, 14691) STARTING UNMASKING ROUND 83 rus twitter cxg2 83 precision recall f1-score support by 0.80 0.66 0.72 2133 ru 0.82 0.91 0.86 5000 ua 0.89 0.83 0.86 2031 avg / total 0.83 0.83 0.83 9164 Reducing feature vectors. (41659, 14691) (9164, 14691) (41659, 14685) (9164, 14685) STARTING UNMASKING ROUND 84 rus twitter cxg2 84 precision recall f1-score support by 0.80 0.66 0.72 2133 ru 0.82 0.90 0.86 5000 ua 0.89 0.83 0.86 2031 avg / total 0.83 0.83 0.83 9164 Reducing feature vectors. (41659, 14685) (9164, 14685) (41659, 14679) (9164, 14679) STARTING UNMASKING ROUND 85 rus twitter cxg2 85 precision recall f1-score support by 0.79 0.66 0.72 2133 ru 0.82 0.90 0.86 5000 ua 0.89 0.83 0.86 2031 avg / total 0.83 0.83 0.83 9164 Reducing feature vectors. (41659, 14679) (9164, 14679) (41659, 14674) (9164, 14674) STARTING UNMASKING ROUND 86 rus twitter cxg2 86 precision recall f1-score support by 0.80 0.66 0.72 2133 ru 0.82 0.90 0.86 5000 ua 0.89 0.83 0.86 2031 avg / total 0.83 0.83 0.83 9164 Reducing feature vectors. (41659, 14674) (9164, 14674) (41659, 14668) (9164, 14668) STARTING UNMASKING ROUND 87 rus twitter cxg2 87 precision recall f1-score support by 0.80 0.66 0.72 2133 ru 0.82 0.90 0.86 5000 ua 0.89 0.83 0.86 2031 avg / total 0.83 0.83 0.83 9164 Reducing feature vectors. (41659, 14668) (9164, 14668) (41659, 14662) (9164, 14662) STARTING UNMASKING ROUND 88 rus twitter cxg2 88 precision recall f1-score support by 0.79 0.66 0.72 2133 ru 0.82 0.90 0.86 5000 ua 0.89 0.83 0.86 2031 avg / total 0.83 0.83 0.83 9164 Reducing feature vectors. (41659, 14662) (9164, 14662) (41659, 14656) (9164, 14656) STARTING UNMASKING ROUND 89 rus twitter cxg2 89 precision recall f1-score support by 0.80 0.65 0.72 2133 ru 0.82 0.90 0.86 5000 ua 0.89 0.83 0.86 2031 avg / total 0.83 0.83 0.83 9164 Reducing feature vectors. (41659, 14656) (9164, 14656) (41659, 14651) (9164, 14651) STARTING UNMASKING ROUND 90 rus twitter cxg2 90 precision recall f1-score support by 0.79 0.65 0.72 2133 ru 0.82 0.90 0.86 5000 ua 0.89 0.83 0.86 2031 avg / total 0.83 0.83 0.83 9164 Reducing feature vectors. (41659, 14651) (9164, 14651) (41659, 14645) (9164, 14645) STARTING UNMASKING ROUND 91 rus twitter cxg2 91 precision recall f1-score support by 0.80 0.65 0.71 2133 ru 0.82 0.90 0.86 5000 ua 0.88 0.83 0.85 2031 avg / total 0.83 0.83 0.82 9164 Reducing feature vectors. (41659, 14645) (9164, 14645) (41659, 14639) (9164, 14639) STARTING UNMASKING ROUND 92 rus twitter cxg2 92 precision recall f1-score support by 0.80 0.65 0.72 2133 ru 0.82 0.90 0.86 5000 ua 0.89 0.83 0.86 2031 avg / total 0.83 0.83 0.82 9164 Reducing feature vectors. (41659, 14639) (9164, 14639) (41659, 14633) (9164, 14633) STARTING UNMASKING ROUND 93 rus twitter cxg2 93 precision recall f1-score support by 0.79 0.65 0.71 2133 ru 0.82 0.90 0.86 5000 ua 0.88 0.83 0.86 2031 avg / total 0.83 0.83 0.82 9164 Reducing feature vectors. (41659, 14633) (9164, 14633) (41659, 14628) (9164, 14628) STARTING UNMASKING ROUND 94 rus twitter cxg2 94 precision recall f1-score support by 0.79 0.65 0.71 2133 ru 0.82 0.90 0.86 5000 ua 0.88 0.83 0.85 2031 avg / total 0.83 0.83 0.82 9164 Reducing feature vectors. (41659, 14628) (9164, 14628) (41659, 14622) (9164, 14622) STARTING UNMASKING ROUND 95 rus twitter cxg2 95 precision recall f1-score support by 0.79 0.64 0.71 2133 ru 0.81 0.90 0.86 5000 ua 0.88 0.83 0.85 2031 avg / total 0.82 0.82 0.82 9164 Reducing feature vectors. (41659, 14622) (9164, 14622) (41659, 14616) (9164, 14616) STARTING UNMASKING ROUND 96 rus twitter cxg2 96 precision recall f1-score support by 0.79 0.64 0.70 2133 ru 0.81 0.90 0.86 5000 ua 0.88 0.83 0.85 2031 avg / total 0.82 0.82 0.82 9164 Reducing feature vectors. (41659, 14616) (9164, 14616) (41659, 14610) (9164, 14610) STARTING UNMASKING ROUND 97 rus twitter cxg2 97 precision recall f1-score support by 0.78 0.64 0.70 2133 ru 0.81 0.90 0.85 5000 ua 0.88 0.83 0.85 2031 avg / total 0.82 0.82 0.82 9164 Reducing feature vectors. (41659, 14610) (9164, 14610) (41659, 14604) (9164, 14604) STARTING UNMASKING ROUND 98 rus twitter cxg2 98 precision recall f1-score support by 0.79 0.64 0.70 2133 ru 0.81 0.90 0.85 5000 ua 0.88 0.83 0.85 2031 avg / total 0.82 0.82 0.82 9164 Reducing feature vectors. (41659, 14604) (9164, 14604) (41659, 14598) (9164, 14598) STARTING UNMASKING ROUND 99 rus twitter cxg2 99 precision recall f1-score support by 0.79 0.64 0.71 2133 ru 0.81 0.90 0.85 5000 ua 0.88 0.83 0.85 2031 avg / total 0.82 0.82 0.82 9164 Reducing feature vectors. (41659, 14598) (9164, 14598) (41659, 14593) (9164, 14593) STARTING UNMASKING ROUND 100 rus twitter cxg2 100 precision recall f1-score support by 0.79 0.64 0.71 2133 ru 0.81 0.90 0.85 5000 ua 0.88 0.82 0.85 2031 avg / total 0.82 0.82 0.82 9164 Reducing feature vectors. (41659, 14593) (9164, 14593) (41659, 14588) (9164, 14588)