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a150a109a149a168a36a158a118a153a36a163a45a150a157a151a118a153a36a165a167a154a98a162a227a149a159a157a148a57a168a115a202a57a159a98a149a158a118a165a167a155a206a154a164a153a105a150a109a149a158a57a204 a165a210a168a23a169a124a151a57a202a161a159a95a153a111a197
a159a109a149a168a115a158a103a153a115a163a10a165a210a168a23a169a124a151a103a163a154a156a223a47a149a159a210a220a166a208
a147a21a148a57a154 a154a27a223a164a151a118a163a215a153a111a158a103a153a111a159a95a149a168a36a158 a168a23a194a241a209a67a230a8a231 a150a157a159a95a153a111a155a206a159a157a150a44a162a235a149a159a206a148 a153a72a150a157a154a27a159
a168a23a194a107a106a86a159a206a155a109a153a115a149a158a118a149a158a161a204a201a170a161a153a105a159a109a153a37a205a47
a81a109a108a111a110a66a81
a207
a108a17a112a28a112a17a112a113a108
a205a47a115a114
a108a12a110
a114a207a216a162a41a148a161a154a27a155a206a154
a47a63a116 a205a12a117a119a118a15a120a10a207a78a149a150a32a153a111a158a133a158a161a197a199a170a161a149a215a169a124a154a156a158a161a150a109a149a168a115a158a103a153a115a163a103a226a115a154a164a165a210a159a206a168a115a155a228a153a111a158a118a170
a110
a116 a205a12a117
a121a7a122 a2
a108a28a123
a2a7a124a36a207a122a149a150a122a159a157a148a57a154a88a165a27a163a215a153a111a150a157a150a79a163a219a153a171 a154a164a163a102a168a75a194a33a125a70a197a70a159a206a148a241a170a57a153a111a159a95a153a115a208
a126a128a127a130a129a1a131a133a132a135a134a137a136a139a138a141a140a137a142a143a132a135a129a97a144a146a145a111a140a137a134a137a142a147a145a111a148a51a138a141a149a150a138a141a129a1a151a139a152a66a153a28a140a31a134a11a138a141a154a111a140a137a142a143a132a135a129a155a152a66a153a28a145a111a134a137a154a111a142a147a156a157a145a28a158
a159
a140a137a140a31a160a146a161a147a162a135a162a141a154a111a156a109a163a129a28a164a28a165a53a163a145a111a151a1a165a53a162a141a154a111a156a11a162a141a160a51a134a137a132a1a166a133a145a111a154a111a140a31a156a109a162a141a160a1a134a137a132a28a140a31a145a111a165a51a156a11a162a141a142a143a134a137a145a111a153a64a162
: positive example
: negative example
: optimal hyperplane
g(x)=1
g(x)=0
g(x)=-1
: test data
: margin
a251a21a149a204a36a202a161a155a206a154a97a2a7a19a41a209a67a202a161a151a57a151a23a168a115a155a206a159a160a230a152a154a164a165a210a159a206a168a115a155a227a231a172a153a36a165a239a148a118a149a158a161a154a156a150
a147a21a148a161a154a140a168a115a151a57a159a109a149a215a169a140a153a115a163a57a148a85a220a164a151a23a154a27a155a206a197a70a151a103a163a219a153a105a158a161a154 a57
a112
a47 a122a168a167a139a169 a245a115a205a57 a117
a118 a120
a108
a167 a117a76a118a191a207a103a150a157a154a156a151a118a153a105a155a109a153a111a159a206a154a27a150a122a159a157a148a57a154a2a159a157a155a109a153a36a149a158a118a149a158a161a204a32a170a57a153a111a159a95a153a235a149a158a102a159a157a168a235a159a210a162a122a168
a165a27a163a215a153a111a150a157a150a157a154a156a150a109a208a235a147a51a148a161a154 a171 a153a105a150a109a149a219a165a227a149a215a170a67a154a166a153a227a168a23a194a152a209a64a230a8a231 a149a150a2a159a206a168a98a169a140a153a105a223a47a149a215a169a140a149a41a156a154
a159a157a148a57a154a241a169a140a153a105a155a157a204a75a149a158 a171 a154a156a159a210a162a192a154a156a154a27a158a12a159a206a148a161a154a228a151a23a168a115a150a109a149a159a109a149a226a115a154a113a153a111a158a103a170a238a158a161a154a156a204a23a153a111a159a95a149a226a115a154
a154a27a223a65a153a115a169a124a151a103a163a154a156a150a109a208a14a251a21a149a204a115a202a57a155a157a154a10a2a152a150a157a148a161a168a64a162a160a150a118a159a157a155a109a153a36a149a158a118a149a158a161a204a122a154a27a223a65a153a115a169a124a151a103a163a154a156a150a192a163a219a149a158a161a197
a154a164a153a105a155a109a163a220a140a150a157a154a27a151a118a153a105a155a109a153a105a159a157a154a166a170a86a149a158a102a159a157a168a78a159a210a162a122a168a86a165a156a163a215a153a111a150a157a150a157a154a156a150a109a208
a221a210a158 a204a36a154a27a158a57a154a27a155a95a153a115a163a215a229a88a149a159 a149a150a238a158a161a168a36a159a238a158a57a154a164a165a210a154a27a150a157a150a109a153a105a155a157a220a72a159a206a168a254a150a157a154a27a151a103a153a111a155a109a153a105a159a157a154
a159a157a155a95a153a115a149a158a118a149a158a161a204a211a154a156a223a47a153a36a169a124a151a118a163a154a27a150 a149a158a102a159a206a168a55a154a166a153a115a165a239a148 a165a27a163a215a153a111a150a157a150a109a208 a230a46a153a105a155a109a149a215a153a171 a163a154
a170
a116a205a12a171 a245a36a207a228a149a150a216a149a158a102a159a157a155a206a168a65a170a67a202a118a165a210a154a164a170 a194a195a168a36a155a216a169a140a149a150a109a165a156a163a219a153a105a150a157a150a109a149a225a103a165a27a153a105a159a109a149a168a115a158a12a154a156a155a157a197
a155a157a168a36a155a157a150a109a208a232a147a21a148a103a149a150a140a168a115a151a161a159a95a149a215a169a140a149a41a166a153a111a159a95a149a168a115a158a216a151a57a155a157a168 a171 a163a154a164a169a250a149a150a191a170a67a154a156a225a161a158a57a154a164a170a12a153a111a150
a194a195a168a75a163a215a163a168a64a162a160a150a1a19
a169a140a149a158
a172a45a173a174a11a173a175
a19
a2
a8a85a176a128a176
a57
a176a128a176a177
a122a179a178
a114
a116a31a180
a81
a170
a116 a205a12a2a115a207
a150a109a208a159a95a208 a19
a110
a116a17a181a205a57
a112
a47 a207 a122a182a167a184a183 a171a168a2a7a185 a205a12a8a115a207
a147a21a148a161a154a79a225a161a155a206a150a157a159a16a159a157a154a156a155a109a169a15a149a158a191a154a164a249a27a202a118a153a105a159a109a149a168a115a158a216a205a186a2a36a207a21a150a157a151a23a154a166a165a27a149a225a161a154a156a150a16a159a157a148a57a154a227a150a109a149a41a156a154
a168a23a194a21a159a206a148a161a154a216a169a140a153a111a155a206a204a23a149a158a31a153a111a158a118a170a137a159a206a148a161a154a228a150a157a154a164a165a210a168a115a158a103a170a238a159a157a154a156a155a109a169a201a155a206a154a27a151a57a155a157a154a27a150a157a154a156a158a102a159a157a150
a159a157a148a57a154 a165a210a168a115a150a157a159a122a168a75a194a75a159a206a148a161a154a88a169a8a149a150a109a165a156a163a219a153a105a150a157a150a109a149a225a103a165a27a153a105a159a109a149a168a36a158a118a208
a147a21a148a161a154a227a170a67a154a166a165a27a149a150a109a149a168a115a158a172a194a217a202a161a158a103a165a167a159a95a149a168a36a158a188a187a65a205a47 a207a21a165a27a153a105a158 a171 a154a124a162a41a155a109a149a159a157a159a206a154a27a158a86a153a111a150a1a19
a187a47a205a47 a207 a169 a150a157a204a36a158a118a205a39a189a65a205a47 a207a206a207 a205a12a6a115a207
a189a65a205a47 a207 a169
a114
a116a191a190
a116
a110
a116 a205a47 a116
a112
a47 a207 a122a182a167 a185 a205a188a243a23a207
a233a238a154a29a165a156a153a115a163a215a165a167a202a103a163a219a153a105a159a157a154 a159a157a148a57a154a91a103a95a180a109a177a105a187a161a180a17a105a192a44a95a174a102a187a75a181a95a178a182a186a92a176a166a187a15a170a64a154a27a225a57a158a161a154a164a170 a153a111a150
a193 a205a21 a207
a112
a193 a205a52 a207 a169a168a194 a205a21
a108
a52 a207a47a194a195a168a36a155a46a153a53a158a161a168a36a158a161a197a199a163a215a149a158a57a154a27a155a2a209a64a230a8a231a201a165a156a163a219a153a105a150a157a197
a150a109a149a225a57a154a27a155a95a208a196a195a45a150a64a149a158a57a204a216a153a43a75a192a154a156a155a157a158a161a154a166a163a21a194a195a202a57a158a118a165a210a159a109a149a168a115a158a103a229a47a162a122a154a86a165a27a153a105a158a113a155a157a154a156a162a160a155a109a149a159a206a154
a154a164a249a27a202a118a153a105a159a109a149a168a115a158a113a205a188a243a23a207a122a153a105a150a1a19
a189a65a205a47 a207 a169
a114
a116 a190
a116
a110
a116 a194 a205a47a197a116
a108
a47 a207 a122a35a167 a185 a205a206a244a115a207
a92a66a93a31a92 a56a43a198a24a198a61a37a31a29a31a59a64a34a36a27a28a29a39a30a66a32a35a27a65a30a119a20a199a56 a46 a34a36a25a28a200a40a25
a251a36a155a206a168a23a169a252a159a206a148a161a154a216a226a65a149a154a156a162a160a151a23a168a75a149a158a102a159a137a168a75a194a34a169a140a153a36a165a239a148a118a149a158a161a154a12a163a154a166a153a111a155a206a158a118a149a158a161a204a75a229a78a153a111a158a161a197
a150a157a162a122a154a27a155a16a150a157a154a164a163a154a166a165a167a159a95a149a168a36a158a241a149a150a34a170a67a154a27a225a57a158a161a154a166a170a113a153a105a150a2a159a206a148a161a154a34a159a95a153a111a150a157a213 a168a23a194a10a159a206a155a109a153a36a149a158a103a149a158a57a204
a153a111a158a103a170a32a165a27a163a215a153a111a150a157a150a109a149a215a194a217a220a47a149a158a161a204 a184a166a187a161a189a109a18a152a180a109a177a2a181a18a184a166a187a36a201a166a186a130a201a166a184a166a178a182a180a95a189a122a149a158a102a159a206a168a235a151a23a168a115a150a109a149a159a95a149a226a115a154a156a150
a205a206a165a167a168a36a155a157a155a157a154a166a165a167a159a137a153a111a158a57a150a157a162a192a154a156a155a157a150a109a207a78a153a111a158a103a170a238a158a161a154a156a204a23a153a105a159a109a149a226a115a154a27a150a228a205a157a149a158a118a165a210a168a115a155a157a155a206a154a164a165a210a159a228a153a111a158a57a197
a150a157a162a122a154a27a155a157a150a109a207a122a194a217a168a115a155a235a153a124a204a75a149a226a115a154a156a158a238a249a27a202a161a154a156a150a157a159a109a149a168a115a158a103a208
a147a161a168 a153a111a151a57a151a118a163a220a254a209a64a230a8a231a172a229a103a162a122a154a236a148a118a153a199a226a115a154a32a159a206a168a137a151a161a155a206a154a27a151a118a153a105a155a157a154a113a153a236a150a157a154a27a159a78a168a75a194
a159a206a155a109a153a115a149a158a118a149a158a161a204a86a154a27a223a65a153a115a169a124a151a103a163a154a156a150a235a159a157a148a103a153a111a159a228a165a210a168a115a158a102a159a109a153a36a149a158a12a194a195a154a166a153a111a159a206a202a161a155a206a154a236a226a115a154a164a165a210a159a157a168a36a155a157a150
a47a63a116 a168a75a194a48a125a70a197a70a159a206a148a86a153a111a158a161a150a157a162a122a154a27a155a160a165a27a153a105a158a118a170a57a149a219a170a57a153a111a159a206a154a27a150a109a208a122a251a67a168a115a155a21a154a164a153a36a165a239a148a172a249a95a202a57a154a27a150a157a159a95a149a168a36a158a118a229
a153a212a200a192a203 a150a157a220a102a150a157a159a206a154a164a169 a153a111a158a118a153a36a163a220a26a41a27a154a156a150a228a159a206a148a161a154a214a249a95a202a57a154a27a150a157a159a95a149a168a36a158a118a229a192a155a157a154a156a159a157a155a109a149a154a156a226a166a154a156a150
a170a67a168a65a165a210a202a118a169a124a154a156a158a102a159a157a150a118a155a157a154a166a163a219a153a105a159a157a154a166a170a192a159a206a168a16a159a206a148a161a154a124a249a95a202a57a154a27a150a157a159a95a149a168a115a158a118a229a156a159a157a148a57a154a27a158a88a163a215a149a150a157a159a157a150a10a159a157a148a57a154
a153a111a158a57a150a157a162a192a154a156a155a53a165a156a153a111a158a103a170a161a149a215a170a161a153a105a159a157a154a156a150a109a208a122a147a21a148a161a154a53a150a157a220a164a150a157a159a157a154a166a169a212a151a118a153a105a155a109a153a36a169a124a154a27a159a206a154a27a155a157a150a125a159a206a148a118a153a105a159
a162a122a154a27a155a157a154a236a165a167a168a75a169a124a151a161a202a57a159a157a154a166a170a86a149a158a86a159a206a148a161a154a227a151a57a155a157a168a65a165a210a154a27a150a157a150a227a153a105a155a157a154a83a155a206a154a164a165a210a168a115a155a109a170a64a154a164a170a228a153a111a158a103a170
a202a161a150a157a154a166a170a98a159a206a168 a165a167a155a157a154a166a153a111a159a206a154a113a194a217a154a164a153a105a159a157a202a57a155a157a154a32a226a115a154a164a165a210a159a157a168a36a155a157a150a86a194a217a168a115a155a78a154a166a153a115a165a239a148a31a153a111a158a57a150a157a162a192a154a156a155
a165a156a153a111a158a118a170a57a149a219a170a57a153a111a159a206a154a164a208
a233a238a154a79a202a161a150a157a154a166a170a34a159a206a148a161a154a45a189a65a205a47 a207a45a149a158a32a154a166a249a95a202a118a153a105a159a95a149a168a36a158a238a205a206a244a115a207a103a159a206a168a78a155a109a153a105a158a161a213a140a159a157a148a57a154
a153a111a158a57a150a157a162a192a154a156a155a2a165a156a153a111a158a118a170a57a149a219a170a57a153a111a159a206a154a27a150a109a208a197a189a10a205a47 a207a161a155a157a154a156a151a161a155a206a154a27a150a157a154a156a158a85a159a206a150a14a159a157a148a57a154a97a201a166a186a92a189a18a178a182a184a166a187a161a181a18a180
a168a23a194 a47 a194a195a155a206a168a23a169a29a159a206a148a161a154a86a168a36a151a161a159a95a149a215a169a140a153a115a163a23a148a102a220a102a151a23a154a156a155a157a197a182a151a118a163a215a153a111a158a57a154a86a158a57a168a115a155a109a169a140a153a36a163a215a149a41a156a154a164a170
a171 a220a32a159a206a148a161a154a236a169a140a153a111a155a206a204a23a149a158a241a205a206a251a152a149a204a36a202a161a155a157a154a97a2a36a207a157a208
a202 a203 a74a75a63a65a62a64a50a53a145a115a74a204a86a8a74a161a146a57a62a64a248a103a145a115a66
a205a206a93a31a94 a207 a49a51a23a48a198a24a34a36a49a1a34a36a27a28a29a31a30a66a32a208a98a184a30a33a49a210a209a61a23a26a34a36a27a65a21a24a49a51a23a55a211a155a47a40a27a65a49a51a34a36a59a64a27a28a29a39a30a66a32
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a150a109a149a150a109a229a85a159a206a154a27a223a164a159a16a155a157a154a156a159a157a155a95a149a154a156a226a102a153a115a163a47a153a111a158a103a170a172a153a105a158a161a150a157a162a122a154a27a155a235a165a27a153a105a158a118a170a161a149a215a170a57a153a111a159a206a154a227a154a27a223a164a159a157a155a109a153a36a165a167a197
a159a95a149a168a36a158a4a153a105a155a157a154a98a151a23a154a27a155a95a194a195a168a36a155a109a169a124a154a166a170 a171 a154a164a194a217a168a115a155a206a154a216a159a206a148a161a154a254a194a217a154a164a153a105a159a157a202a57a155a157a154a216a154a156a223a102a159a206a155a109a153a36a165a167a197
a159a95a149a168a36a158a118a208a122a147a21a148a57a154a88a194a217a168a23a163a215a163a168a64a162a235a149a158a57a204a79a159a206a148a161a155a206a154a27a154a227a150a157a159a206a154a27a151a57a150a227a153a111a155a157a154a79a151a23a154a27a155a95a194a195a168a36a155a109a169a124a154a166a170a36a19
a205a12a2a115a207a78a251a36a168a36a155a78a154a164a153a115a165a239a148a31a249a27a202a161a154a156a150a157a159a109a149a168a115a158a103a229a21a159a206a148a161a154a216a249a95a202a57a154a27a150a157a159a95a149a168a36a158a31a153a111a158a118a153a36a163a220a102a150a109a149a150
a169a124a168a65a170a64a202a118a163a154a137a153a105a158a118a153a36a163a220a48a41a27a154a156a150a2a159a206a148a161a154a88a249a27a202a161a154a156a150a157a159a109a149a168a115a158a212a153a105a158a118a170 a168 a171 a159a109a153a36a149a158a161a150a160a213a115a154a27a220a164a197
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a149a150a227a165a156a153a115a163a197
He was born in the Asakusa part of Tokyo.
He is a famous writer in Japan.
His first book was published in 1995, when he was 20 yeas old.
Answer Candidate: Asakusa (type Location) 
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Si
Window Function : Word
Si-1
Si+1
Window Function : Sentence Asakusa
the
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part
in
the
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was
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is
the
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w
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window
window
part
of
Tokyo
in
a
Asakusa
famous
writer
in
Japan
born
Asakusa
.....
W 1(k) W 2(k)
W 0(k)
W 1(k)
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a169a140a153a111a158a103a165a167a154a236a153a111a150a160a159a206a148a161a154a79a150a109a153a115a169a124a154a236a153a111a150a227a231a172a234a46a234 a155a157a154a27a150a157a202a103a163a159a206a150a109a208
a147a21a148a161a154a2a151a23a154a156a155a109a194a217a168a115a155a109a169a8a153a111a158a118a165a210a154a78a149a158a32a151a161a155a157a168a64a226a65a149a219a170a57a149a158a57a204a124a159a157a148a57a154a140a165a210a168a115a155a206a155a157a154a164a165a210a159a2a153a105a158a161a197
a150a157a162a192a154a156a155a79a153a111a159a122a159a206a148a161a154a83a225a57a155a157a150a157a159a122a155a157a202a57a158a86a162a122a168a115a202a103a163a219a170 a171 a154a79a150a157a154a27a154a156a158a212a153a111a150a83a169a2a168a115a155a157a154a8a149a215a169a124a197
a151a23a168a115a155a206a159a109a153a105a158a85a159a41a159a157a148a103a153a111a158a191a155a95a153a111a158a161a213a65a149a158a161a204a191a153a105a158a161a150a157a162a122a154a27a155a206a150a109a208a53a221a210a158a214a194a188a153a36a165a167a159a95a229a102a159a157a148a57a154a137a200a192a203
a159a109a153a105a150a157a213a12a149a150a191a165a210a168a115a158a57a150a109a149a219a170a64a154a27a155a206a154a164a170a98a159a206a168 a171 a154a137a159a157a148a57a154a86a159a95a153a111a150a157a213a238a168a23a194a45a151a161a155a206a168a64a226a47a149a215a170a161a149a158a161a204
a180a17a16a109a184a166a181a95a178a53a184a115a187a75a189a11a18a45a180a95a177a105a189a122a149a158a161a150a157a159a206a154a164a153a115a170a78a168a23a194a161a155a109a153a105a158a161a213a115a154a164a170a228a153a111a158a57a150a157a162a192a154a156a155a157a150a109a208
a221a210a158 a153a115a170a161a170a57a149a159a109a149a168a115a158a103a229a8a159a206a148a161a154a44a151a23a154a27a155a95a194a195a168a36a155a109a169a140a153a105a158a118a165a167a154a44a168a75a194a137a209a67a230a8a231 a153a105a158a161a197
a150a157a162a192a154a156a155a10a150a157a154a164a163a154a164a165a210a159a109a149a168a36a158a83a162a79a153a111a150a45a165a210a168a23a169a124a151a103a153a111a155a206a154a164a170a160a159a206a168a192a159a206a148a161a154a14a148a118a153a111a158a103a170a67a197a199a165a167a155a95a153a115a194a217a159a157a154a166a170
a155a109a153a105a158a161a213a47a149a158a161a204a228a194a217a202a161a158a103a165a167a159a95a149a168a115a158a32a168a23a194a118a153a78a200a192a203a55a150a157a220a102a150a157a159a206a154a164a169a37a205a157a209a57a153a111a150a109a153a111a213a65a149a166a154a156a159a79a153a115a163a215a208a219a229
a8a115a245a36a245a7a2a36a207a157a208a83a147a21a148a161a154a86a209a67a230a34a231a250a153a105a158a161a150a157a162a122a154a27a155a124a150a157a154a164a163a154a164a165a210a159a109a149a168a36a158a212a169a124a154a27a159a206a148a161a168a65a170 a148a118a153a36a170
a153a78a245a115a208a243a115a243a33a251a46a151a23a168a23a149a158a102a159a160a148a118a149a204a36a148a161a154a156a155a227a231a172a234a46a234a12a226a85a153a36a163a202a161a154a164a208
a167 a168 a59a70a66a67a146a57a50a53a66a67a66a67a59a70a248a103a52a211a63a47a52a53a68 a163 a74a95a13a70a63a65a62a67a74a161a68a170a169a29a248a103a145a115a58
a221a210a158 a159a206a148a161a154a26a147a160a234a71a9a53a242 a200a192a203a2a197a199a147a161a155a109a153a115a165a239a213a65a229a31a168a36a158a118a163a220 a153 a194a195a154a156a162 a150a157a220a164a150a157a197
a159a157a154a166a169a124a150a140a159a206a168a164a168a115a213a238a159a157a148a57a154a212a169a140a153a115a165a239a148a103a149a158a161a154a241a163a154a166a153a111a155a157a158a103a149a158a57a204a12a153a105a151a161a151a57a155a157a168a23a153a36a165a239a148a211a205a188a221a210a159a206a197
a159a210a220a47a165a239a148a57a154a27a155a109a149a215a153a111a148a44a154a156a159a133a153a115a163a215a208a215a229a58a8a115a245a36a245a7a2a36a207a157a208 a147a51a148a118a149a150a191a150a157a220a164a150a157a159a157a154a166a169a218a170a67a154a166a169a124a168a115a158a57a197
a150a157a159a157a155a95a153a111a159a206a154a27a150a79a153a111a158a161a150a157a162a122a154a27a155a122a150a157a154a166a163a154a166a165a167a159a95a149a168a115a158a86a162a235a149a159a206a148a86a159a206a148a161a154a236a169a140a153a111a223a65a149a215a169a16a202a118a169 a154a27a158a57a197
a159a157a155a206a168a115a151a102a220a12a169a124a154a27a159a206a148a161a168a65a170a238a202a57a150a109a149a158a57a204a35a2a5a251a7a4a113a194a195a154a166a153a111a159a206a202a161a155a206a154a27a150a191a153a115a194a217a159a206a154a27a155a191a194a217a154a166a153a111a159a206a202a161a155a157a154
a150a157a154a164a163a154a164a165a210a159a95a149a168a36a158a118a229a85a153a111a158a103a170a79a150a157a168a32a149a159a21a150a157a148a118a153a105a155a157a154a27a150a14a168a36a202a161a155a14a226a47a149a154a156a162a232a168a23a194a36a202a161a150a109a149a158a161a204 a169a140a153a111a197
a165a239a148a118a149a158a161a154a236a163a154a166a153a111a155a206a158a118a149a158a161a204a75a208
a196 a159a206a148a161a154a27a155a122a155a157a154a156a150a157a154a164a153a105a155a109a165a239a148a32a168a115a158a113a153a36a170a161a153a111a151a57a159a109a149a158a161a204a228a169a140a153a36a165a239a148a118a149a158a161a154a8a163a154a164a153a105a155a157a158a118a149a158a57a204
a194a195a168a36a155a236a153a105a158a161a150a157a162a122a154a27a155a124a150a157a154a164a163a154a166a165a167a159a95a149a168a36a158a113a162a79a153a111a150a16a202a161a158a103a170a67a154a156a155a157a159a95a153a111a213a115a154a27a158 a171 a220 a205 a72 a204a88a154a27a159
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
ALL DATE LOCATION ORGANIZATION PERSON
ME SVMBL C4.5C5.0
Mean Reciprocal Rank
a251a21a149a204a36a202a161a155a206a154a210a6a5a19a103a203a2a158a161a150a157a162a122a154a27a155a235a209a67a154a166a163a154a166a165a167a159a95a149a168a115a158 a14 a154a27a155a109a194a217a168a115a155a95a169a140a153a111a158a103a165a167a154a236a231a236a154a164a153a105a150a157a202a161a155a157a154a166a170 a171 a220a113a231a236a154a166a153a111a158a216a234a45a154a166a165a156a149a151a57a155a157a168a65a165a27a153a36a163a47a234a16a153a105a158a161a213a216a205a206a231a172a234a16a234a46a207
a147a118a153a171 a163a154a79a243a66a19a41a209a161a149a204a36a158a118a149a225a118a165a156a153a111a158a102a159a79a198a79a149a237a23a154a27a155a157a154a156a158a118a165a210a154 a149a158a241a231a172a234a46a234a12a202a57a150a109a149a158a57a204a191a147a161a202a161a213a115a154a156a220a85a164a150a227a231a236a202a118a163a159a95a149a151a103a163a154a8a242a21a168a75a169a124a151a118a153a105a155a109a149a150a157a168a115a158a113a231a236a154a156a159a157a148a57a168a65a170
a140
a143
a61a171 a172a145a127 a82a83a173a116a172
a140
a138
a61
a143 a174a27a174 a174a7a174 a174a7a174
a140
a143
a61a171 a175
a174
a172a145a127 a175
a176
a138a62a177a40a138a141a149a143a149
a140
a143
a61a171 a172a145a127 a82a83a173a116a172
a140
a138
a61
a143 a174a27a174 a174a27a174 a174a27a174
a140
a143
a61a171
a174a27a174
a175
a172a145a127
a174a27a174
a176a179a178
a177a100a180a182a181a95a183a63a152
a140
a143
a61a171 a172a96a127 a82a83a173a102a172
a140
a138
a61
a143 a174a27a174 a174a27a174 a174a27a174
a140
a143
a61a171 a175 a175
a172a145a127
a174
a176
a154a84a177a86a184a14a185a99a186a86a181a95a183a63a127a142a185a116a187
a140
a143
a61a171 a172a145a127 a82a83a173a116a172
a140
a138
a61
a143 a174a27a174 a174a7a174 a174a7a174
a140
a143
a61a171 a175
a174
a172a145a127 a175
a176
a151a86a177a100a185a115a144a85a188a116a181a76a187a61a127a142a189a84a181a95a183a63a127a142a185a116a187
a140
a143
a61a171 a172a145a127 a82a83a173a116a172
a140
a138
a61
a143 a174a27a174 a174a27a174 a174a27a174
a140
a143
a61a171 a175
a174
a172a145a127 a175
a176
a145a84a177a100a190a7a152a24a144a88a191a89a185a116a187
a153a115a163a215a208a215a229a22a8a36a245a115a245a5a2a115a207a206a229a41a202a57a150a109a149a158a57a204 a194a217a168a115a202a57a155a216a194a217a154a166a153a111a159a206a202a161a155a157a154a156a150a216a194a217a168a115a155a228a159a206a148a161a154a12a194a195a154a166a153a111a159a206a202a161a155a206a154
a226a115a154a164a165a210a159a157a168a36a155a79a153a111a158a118a170a191a242a41a244a115a208a215a245a78a194a195a168a36a155a160a159a206a148a161a154a236a163a154a166a153a111a155a157a158a103a149a158a161a204a228a153a115a163a204a115a168a36a155a109a149a159a157a148a103a169a140a208
a221a222a158a212a165a167a168a36a158a85a159a206a155a109a153a105a150a157a159a14a159a206a168a34a159a206a148a161a154a166a149a155a192a162a122a168a115a155a206a213a47a229a67a159a157a148a103a149a150a122a151a118a153a111a151a23a154a156a155a227a153a36a170a67a168a36a151a161a159a206a154a164a170
a159a206a148a161a154 a209a67a230a34a231 a149a158a161a150a157a159a206a154a164a153a36a170a81a168a75a194a137a159a206a148a161a154 a169a8a153a111a223a47a149a215a169a46a202a118a169 a154a156a158a85a159a206a155a157a168a36a151a102a220
a169a124a154a156a159a157a148a57a168a65a170a191a168a36a155a236a242a41a244a115a208a215a245a115a229a45a153a111a150a235a162a122a154a164a163a215a163a14a153a105a150a88a153a86a170a161a149a237a10a154a156a155a157a154a27a158a102a159a140a169a124a154a156a159a157a148a57a168a65a170
a168a23a194a85a194a195a154a166a153a111a159a206a202a161a155a206a154a41a154a156a223a102a159a206a155a109a153a36a165a167a159a95a149a168a36a158a118a229a27a162a41a148a118a149a215a165a239a148a8a150a157a202a103a149a159a206a150a118a159a157a148a161a154a83a209a64a230a8a231a172a229a27a159a206a148a118a153a111a159
a168a115a237a23a154a27a155a206a150a192a204a115a168a164a168a10a170a227a151a23a154a156a155a109a194a217a168a115a155a95a169a140a153a111a158a118a165a210a154 a153a105a204a23a153a36a149a158a161a150a157a159a79a163a215a153a111a155a157a204a36a154a46a150a109a165a156a153a115a163a154 a194a217a154a164a153a105a197
a159a206a202a161a155a157a154a156a150a109a208a103a221a210a158a216a153a111a151a57a151a118a163a220a47a149a158a161a204 a209a67a230a8a231a172a229a67a159a157a148a57a154a124a150a157a159a206a155a109a153a105a159a157a154a156a204a115a220a235a168a23a194a125a194a217a154a166a153a111a159a206a202a161a155a157a154
a154a156a223a102a159a206a155a109a153a115a165a210a159a109a149a168a115a158a88a165a156a153a111a158 a171 a154a83a170a161a149a237a10a154a156a155a157a154a156a158a85a159a192a194a217a155a157a168a75a169a214a159a157a148a57a154a41a168a36a159a157a148a57a154a27a155a192a169a124a154a156a159a157a148a57a197
a168a65a170a67a150a109a208a53a221a222a159a227a149a150a34a153 a171 a154a156a159a157a159a206a154a27a155a34a153a105a151a161a151a57a155a157a168a23a153a36a165a239a148a86a159a206a168 a151a118a163a215a153a115a165a210a154 a169a140a153a105a158a102a220a216a194a195a154a166a153a111a197
a159a206a202a161a155a157a154a156a150a236a149a158a216a159a157a148a57a154a86a194a195a154a166a153a111a159a206a202a161a155a157a154a140a226a115a154a164a165a210a159a157a168a36a155a157a150a2a150a109a149a158a118a165a210a154a172a153a105a158a161a150a157a162a122a154a27a155a124a150a157a154a164a163a154a164a165a210a197
a159a95a149a168a36a158a137a149a150a46a153a53a226a115a154a27a155a157a220a32a165a210a168a23a169a124a151a103a163a219a149a215a165a27a153a105a159a157a154a166a170a34a153a111a158a118a170a124a150a157a154a27a158a57a150a64a149a159a95a149a226a115a154a192a151a161a155a206a168a65a165a167a154a156a150a157a150a109a208
a192 a193 a248a125a52a53a146a182a13a70a50a53a66a67a59a70a248a125a52
a147a21a148a103a149a150a122a151a118a153a105a151a23a154a27a155a16a151a161a155a206a154a27a150a157a154a156a158a85a159a206a154a164a170a228a153a78a249a95a202a57a154a27a150a157a159a95a149a168a36a158a241a153a105a158a161a150a157a162a122a154a27a155a109a149a158a161a204a83a150a157a220a102a150a157a197
a159a206a154a164a169 a171 a153a105a150a157a154a164a170a235a168a36a158a172a209a67a202a57a151a161a151a23a168a115a155a206a159a122a230a45a154a166a165a167a159a206a168a115a155a16a231a172a153a115a165a239a148a118a149a158a161a154a156a150a14a159a157a148a103a153a111a159a14a168a75a194a217a197
a194a195a154a156a155a157a150a16a148a118a149a204a115a148a191a151a23a154a156a155a109a194a217a168a115a155a95a169a140a153a111a158a118a165a210a154a86a149a158a212a153a105a158a161a150a157a162a122a154a27a155a16a150a157a154a166a163a154a166a165a167a159a95a149a168a115a158a103a208a46a203a2a158a161a197
a150a157a162a192a154a156a155a78a150a157a154a164a163a154a164a165a210a159a109a149a168a36a158a214a154a27a223a164a151a23a154a27a155a95a149a219a169a124a154a156a158a102a159a157a150 a162a192a154a156a155a157a154a216a165a167a168a36a158a118a170a64a202a118a165a167a159a206a154a166a170a238a168a115a158
a2a7a6a36a244a7a4a78a249a95a202a57a154a27a150a157a159a95a149a168a115a158a161a150a109a208
a147a21a148a161a154 a154a27a223a164a151a23a154a27a155a109a149a215a169a124a154a156a158a102a159a109a153a36a163a8a155a157a154a156a150a157a202a118a163a159a157a150a212a150a157a148a161a168a64a162a192a154a166a170a55a159a206a148a118a153a105a159 a159a206a148a161a154
a151a161a155a157a168a36a151a23a168a115a150a157a154a166a170 a209a67a230a8a231 a153a111a158a57a150a157a162a192a154a156a155a238a150a157a154a166a163a154a166a165a167a159a95a149a168a115a158 a169a124a154a156a159a157a148a57a168a65a170 a148a118a153a36a170
a150a157a159a109a153a105a159a109a149a150a157a159a95a149a219a165a156a153a115a163a215a163a220 a171 a154a27a159a206a159a157a154a156a155a232a151a23a154a27a155a95a194a195a168a36a155a109a169a140a153a111a158a103a165a167a154 a165a167a168a75a169a124a151a118a153a105a155a157a154a164a170a240a159a157a168
a168a115a159a206a148a161a154a156a155a191a169a140a153a36a165a222a148a103a149a158a161a154a241a163a154a166a153a111a155a157a158a103a149a158a161a204 a169a124a154a27a159a206a148a161a168a65a170a64a150a32a150a157a202a103a165a239a148a240a153a111a150a191a170a67a154a166a165a27a149a197
a150a109a149a168a36a158a12a159a157a155a206a154a27a154a214a163a154a164a153a105a155a157a158a118a149a158a161a204a44a205a206a242a21a243a75a208a219a244a36a207a157a229 a171 a168a164a168a36a150a157a159a109a149a158a161a204a216a162a227a149a159a206a148 a170a67a154a166a165a27a149a197
a150a109a149a168a36a158a83a159a206a155a157a154a156a154a16a163a154a164a153a105a155a157a158a103a149a158a57a204a227a205a206a242a160a244a115a208a215a245a115a207a206a229a64a153a105a158a118a170a227a169a140a153a105a223a47a149a215a169a16a202a103a169a212a154a27a158a102a159a206a155a157a168a115a151a102a220
a169a124a154a27a159a206a148a161a168a65a170a57a208
a143 a146a115a58a21a52a14a248a102a194a70a13a70a74a75a68a101a15a103a74a105a11a254a74a75a52a118a62
a233a238a154a227a162a122a168a115a202a103a163a215a170a86a163a215a149a213a115a154a227a159a206a168a140a159a206a148a118a153a105a158a161a213a216a153a36a163a219a163a102a159a206a148a161a154a86a169a124a154a164a169 a171 a154a27a155a206a150a2a168a75a194a10a159a157a148a57a154
a75a192a158a161a168a64a162a227a163a154a166a170a67a204a115a154 a14 a155a206a168a65a165a167a154a156a150a157a150a109a149a158a57a204a34a234a45a154a156a150a157a154a164a153a105a155a109a165a239a148a70a0a41a155a157a168a36a202a161a151a88a194a217a168a115a155a118a226a102a153a115a163a202a161a197
a153a171 a163a154a8a165a210a168a23a169a140a169a124a154a156a158a102a159a157a150a227a153a105a158a118a170a228a170a161a149a150a109a165a167a202a161a150a157a150a109a149a168a36a158a161a150a109a208
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
ALL DATE LOCATION ORGANIZATION PERSON
ME SVMBL C4.5C5.0
Correct Ratio of Answer Ranked First
a251a152a149a204a36a202a161a155a157a154a2a243a33a19a21a203a2a158a57a150a157a162a192a154a156a155a227a209a64a154a164a163a154a164a165a210a159a109a149a168a36a158 a14 a154a156a155a109a194a217a168a115a155a109a169a140a153a105a158a118a165a210a154a8a231a236a154a164a153a105a150a157a202a161a155a157a154a166a170 a171 a220a113a242a51a168a115a155a157a155a206a154a164a165a210a159a227a234a46a153a111a159a95a149a168a78a168a23a194a161a203a2a158a161a150a157a162a122a154a27a155a235a234a16a153a105a158a161a213a115a154a164a170a191a251a21a149a155a157a150a157a159
a163 a74a95a195a167a74a161a145a115a74a161a52a53a146a57a74a161a66
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a8a7a13a5a4a115a208
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a67a166a153a111a151a103a153a111a158a57a154a27a150a157a154a166a207a157a208
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a203a8a208a102a221a210a159a206a159a210a220a47a165a239a148a57a154a27a155a95a149a219a153a105a148a118a229a10a231a172a208a10a251a67a155a109a153a111a158a146a41a164a229a10a153a105a158a118a170a191a209a57a208a10a234a45a168a36a202a161a213a115a168a36a150a109a208a192a8a36a245a115a245a5a2a115a208
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a231a172a153a111a158a102a220a191a234a152a154a164a163a154a27a226a102a153a105a158a85a159a235a251a36a154a166a153a111a159a206a202a161a155a206a154a27a150a109a208a220a202a14a177a167a176a109a181a89a203a118a176a113a44a10a222 a196 a183a40a198a152a206a207a79a224a36a229
a151a118a153a105a204a115a154a156a150a199a2a7a6a66a4a62a200a66a2a105a243a66a8a36a208
a147a160a208a58a75a192a202a103a170a67a168a81a153a105a158a118a170a225a144a8a208a8a231a172a153a111a159a206a150a157a202a118a169a124a168a36a159a157a168a75a208 a8a36a245a115a245a5a2a115a208 a242a21a148a118a153a105a158a161a213a102a197
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a226 a215a227a215 a196 a198a228a210a79a211a79a211a66a223a36a229a161a151a103a153a111a204a115a154a156a150a199a2a7a13a5a8a1a200a33a2a7a13a5a13a115a208
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a202a14a177a167a176a109a181a89a203a21a176a113a44a10a222a14a183 a226 a198a88a202a229a210a79a211a79a211a79a223a67a229a161a151a118a153a105a204a115a154a156a150a199a251a66a4a62a200a102a4a5a6a115a208
a72 a221a111a209a161a147a160a208a10a2a5a13a7a13a5a13a115a208a145a222a14a186a22a199a95a185a166a178a182a185a209a213a23a180a17a16a95a178a3a221a220a222a14a178a182a177a105a186a92a180a89a230a95a184a7a105 a196 a176a166a187a109a44a27a180a109a177a167a180a95a187a161a181a105a180
a190a51a213a77a221a231a222 a196 a254a60a224a111a193a109a208 a72 a221a156a209a57a147a160a208
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