Plots for ah
Recall/QPS (1/s)
\begin{figure}
\centering
\begin{tikzpicture}
\begin{axis}[
xlabel={ Recall },
ylabel={ QPS (1/s) },
ymode = log,
yticklabel style={/pgf/number format/fixed,
/pgf/number format/precision=3},
legend style = { anchor=west}
]
\addplot [
color=red!90!black,
mark=o,
mark size=2.5pt,
line width=1pt
] coordinates {
(0.22240000000000001, 41.0817097806767)
(0.3759, 38.17203740340986)
(0.4901, 33.07086035547447)
(0.6255, 24.01981214844579)
};
\addlegendentry{ glove-100-euclidean (k = 10) };
\end{axis}
\end{tikzpicture}
\caption{ Recall-QPS (1/s) tradeoff - up and to the right is better }
\label{}
\end{figure}
Recall/Build time (s)
\begin{figure}
\centering
\begin{tikzpicture}
\begin{axis}[
xlabel={ Recall },
ylabel={ Build time (s) },
ymode = log,
yticklabel style={/pgf/number format/fixed,
/pgf/number format/precision=3},
legend style = { anchor=west}
]
\addplot [
color=red!90!black,
mark=o,
mark size=2.5pt,
line width=1pt
] coordinates {
(0.6255, 425.1353921890259)
};
\addlegendentry{ glove-100-euclidean (k = 10) };
\end{axis}
\end{tikzpicture}
\caption{ Recall-Build time (s) tradeoff - down and to the right is better }
\label{}
\end{figure}
Recall/Index size (kB)
\begin{figure}
\centering
\begin{tikzpicture}
\begin{axis}[
xlabel={ Recall },
ylabel={ Index size (kB) },
ymode = log,
yticklabel style={/pgf/number format/fixed,
/pgf/number format/precision=3},
legend style = { anchor=west}
]
\addplot [
color=red!90!black,
mark=o,
mark size=2.5pt,
line width=1pt
] coordinates {
(0.6255, 693304.0)
};
\addlegendentry{ glove-100-euclidean (k = 10) };
\end{axis}
\end{tikzpicture}
\caption{ Recall-Index size (kB) tradeoff - down and to the right is better }
\label{}
\end{figure}
Recall/Distance comp.
\begin{figure}
\centering
\begin{tikzpicture}
\begin{axis}[
xlabel={ Recall },
ylabel={ Distance comp. },
ymode = log,
yticklabel style={/pgf/number format/fixed,
/pgf/number format/precision=3},
legend style = { anchor=west}
]
\addplot [
color=red!90!black,
mark=o,
mark size=2.5pt,
line width=1pt
] coordinates {
(0.0070999999999999995, 130)
(0.0077, 132)
(0.0082, 138)
(0.014000000000000002, 288)
(0.014299999999999998, 294)
(0.0144, 304)
(0.0149, 312)
(0.2326, 5009)
(0.3852, 10009)
(0.4728, 16143)
(0.47779999999999995, 16851)
(0.4901, 20009)
(0.5631, 33704)
(0.6255, 50009)
};
\addlegendentry{ glove-100-euclidean (k = 10) };
\end{axis}
\end{tikzpicture}
\caption{ Recall-Distance comp. tradeoff - down and to the right is better }
\label{}
\end{figure}
Relative Error/QPS (1/s)
\begin{figure}
\centering
\begin{tikzpicture}
\begin{axis}[
xlabel={ Relative Error },
ylabel={ QPS (1/s) },
ymode = log,
yticklabel style={/pgf/number format/fixed,
/pgf/number format/precision=3},
legend style = { anchor=west}
]
\addplot [
color=red!90!black,
mark=o,
mark size=2.5pt,
line width=1pt
] coordinates {
(1.2246287139918601, 41.0817097806767)
(0.766210266661479, 38.17203740340986)
(0.4808937880927301, 33.07086035547447)
(0.22593886670758442, 24.01981214844579)
(0.22369106985805448, 15.65889878805025)
};
\addlegendentry{ glove-100-euclidean (k = 10) };
\end{axis}
\end{tikzpicture}
\caption{ Relative Error-QPS (1/s) tradeoff - up and to the left is better }
\label{}
\end{figure}
Recall/Candidates generated
\begin{figure}
\centering
\begin{tikzpicture}
\begin{axis}[
xlabel={ Recall },
ylabel={ Candidates generated },
ymode = log,
yticklabel style={/pgf/number format/fixed,
/pgf/number format/precision=3},
legend style = { anchor=west}
]
\addplot [
color=red!90!black,
mark=o,
mark size=2.5pt,
line width=1pt
] coordinates {
(0.6255, 10.0)
};
\addlegendentry{ glove-100-euclidean (k = 10) };
\end{axis}
\end{tikzpicture}
\caption{ Recall-Candidates generated tradeoff - down and to the right is better }
\label{}
\end{figure}
Recall/Index size (kB)/QPS (s)
\begin{figure}
\centering
\begin{tikzpicture}
\begin{axis}[
xlabel={ Recall },
ylabel={ Index size (kB)/QPS (s) },
ymode = log,
yticklabel style={/pgf/number format/fixed,
/pgf/number format/precision=3},
legend style = { anchor=west}
]
\addplot [
color=red!90!black,
mark=o,
mark size=2.5pt,
line width=1pt
] coordinates {
(0.22240000000000001, 16876.22067585182)
(0.3759, 18162.614499011994)
(0.4901, 20964.19604896164)
(0.6255, 28863.839388721466)
};
\addlegendentry{ glove-100-euclidean (k = 10) };
\end{axis}
\end{tikzpicture}
\caption{ Recall-Index size (kB)/QPS (s) tradeoff - down and to the right is better }
\label{}
\end{figure}
Eps 0.01 Recall/QPS (1/s)
\begin{figure}
\centering
\begin{tikzpicture}
\begin{axis}[
xlabel={ Eps 0.01 Recall },
ylabel={ QPS (1/s) },
ymode = log,
yticklabel style={/pgf/number format/fixed,
/pgf/number format/precision=3},
legend style = { anchor=west}
]
\addplot [
color=red!90!black,
mark=o,
mark size=2.5pt,
line width=1pt
] coordinates {
(0.0036, 41.0817097806767)
(0.008400000000000001, 38.17203740340986)
(0.017, 33.07086035547447)
(0.046, 24.01981214844579)
};
\addlegendentry{ glove-100-euclidean (k = 10) };
\end{axis}
\end{tikzpicture}
\caption{ Eps 0.01 Recall-QPS (1/s) tradeoff - up and to the right is better }
\label{}
\end{figure}
Eps 0.1 Recall/QPS (1/s)
\begin{figure}
\centering
\begin{tikzpicture}
\begin{axis}[
xlabel={ Eps 0.1 Recall },
ylabel={ QPS (1/s) },
ymode = log,
yticklabel style={/pgf/number format/fixed,
/pgf/number format/precision=3},
legend style = { anchor=west}
]
\addplot [
color=red!90!black,
mark=o,
mark size=2.5pt,
line width=1pt
] coordinates {
(0.004, 41.0817097806767)
(0.0091, 38.17203740340986)
(0.0187, 33.07086035547447)
(0.0499, 24.01981214844579)
};
\addlegendentry{ glove-100-euclidean (k = 10) };
\end{axis}
\end{tikzpicture}
\caption{ Eps 0.1 Recall-QPS (1/s) tradeoff - up and to the right is better }
\label{}
\end{figure}
Recall/Percentile 50 (millis)
\begin{figure}
\centering
\begin{tikzpicture}
\begin{axis}[
xlabel={ Recall },
ylabel={ Percentile 50 (millis) },
ymode = log,
yticklabel style={/pgf/number format/fixed,
/pgf/number format/precision=3},
legend style = { anchor=west}
]
\addplot [
color=red!90!black,
mark=o,
mark size=2.5pt,
line width=1pt
] coordinates {
(0.22240000000000001, 24.13487434387207)
(0.3759, 25.97951889038086)
(0.4901, 30.014753341674805)
(0.6255, 41.372060775756836)
};
\addlegendentry{ glove-100-euclidean (k = 10) };
\end{axis}
\end{tikzpicture}
\caption{ Recall-Percentile 50 (millis) tradeoff - down and to the right is better }
\label{}
\end{figure}
Recall/Percentile 95 (millis)
\begin{figure}
\centering
\begin{tikzpicture}
\begin{axis}[
xlabel={ Recall },
ylabel={ Percentile 95 (millis) },
ymode = log,
yticklabel style={/pgf/number format/fixed,
/pgf/number format/precision=3},
legend style = { anchor=west}
]
\addplot [
color=red!90!black,
mark=o,
mark size=2.5pt,
line width=1pt
] coordinates {
(0.22240000000000001, 25.60102939605713)
(0.3759, 27.38727331161499)
(0.4901, 31.69682025909424)
(0.6255, 43.73207092285156)
};
\addlegendentry{ glove-100-euclidean (k = 10) };
\end{axis}
\end{tikzpicture}
\caption{ Recall-Percentile 95 (millis) tradeoff - down and to the right is better }
\label{}
\end{figure}
Recall/Percentile 99 (millis)
\begin{figure}
\centering
\begin{tikzpicture}
\begin{axis}[
xlabel={ Recall },
ylabel={ Percentile 99 (millis) },
ymode = log,
yticklabel style={/pgf/number format/fixed,
/pgf/number format/precision=3},
legend style = { anchor=west}
]
\addplot [
color=red!90!black,
mark=o,
mark size=2.5pt,
line width=1pt
] coordinates {
(0.22240000000000001, 26.140248775482178)
(0.3759, 27.980575561523438)
(0.4901, 32.49033451080322)
(0.6255, 45.053420066833496)
};
\addlegendentry{ glove-100-euclidean (k = 10) };
\end{axis}
\end{tikzpicture}
\caption{ Recall-Percentile 99 (millis) tradeoff - down and to the right is better }
\label{}
\end{figure}
Recall/Percentile 99.9 (millis)
\begin{figure}
\centering
\begin{tikzpicture}
\begin{axis}[
xlabel={ Recall },
ylabel={ Percentile 99.9 (millis) },
ymode = log,
yticklabel style={/pgf/number format/fixed,
/pgf/number format/precision=3},
legend style = { anchor=west}
]
\addplot [
color=red!90!black,
mark=o,
mark size=2.5pt,
line width=1pt
] coordinates {
(0.22240000000000001, 27.821524620056216)
(0.3759, 29.00109267234812)
(0.4901, 34.366209268569975)
(0.6255, 46.624715805053825)
};
\addlegendentry{ glove-100-euclidean (k = 10) };
\end{axis}
\end{tikzpicture}
\caption{ Recall-Percentile 99.9 (millis) tradeoff - down and to the right is better }
\label{}
\end{figure}