diff --git a/README.md b/README.md
index b691de1..dd15cc0 100644
--- a/README.md
+++ b/README.md
@@ -45,7 +45,7 @@ Where each feature is defined down bellow:
 
 The structure and data flow of the implemented supervised ML classification algorithm is presented in the diagram down bellow.
 
-![Diagram](diagram.svg)
+![Diagram](diagram.png)
 
 When input data enters the classification algorithm it is pre-processed, its features are extracted and lastly the classification model is either trained or used to determine the nature of the given picture. In the recognition process the result is a logit classification.
 
diff --git a/diagram.pdf b/diagram.pdf
deleted file mode 100644
index 26aa9a1..0000000
Binary files a/diagram.pdf and /dev/null differ
diff --git a/diagram.png b/diagram.png
new file mode 100644
index 0000000..d04e7dc
Binary files /dev/null and b/diagram.png differ
diff --git a/diagram.svg b/diagram.svg
deleted file mode 100644
index 3df3b91..0000000
--- a/diagram.svg
+++ /dev/null
@@ -1,361 +0,0 @@
-<?xml version="1.0" encoding="UTF-8" standalone="no"?>
-<svg
-   xmlns:dc="http://purl.org/dc/elements/1.1/"
-   xmlns:cc="http://creativecommons.org/ns#"
-   xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
-   xmlns:svg="http://www.w3.org/2000/svg"
-   xmlns="http://www.w3.org/2000/svg"
-   viewBox="0 0 841.27997 390.72"
-   height="390.72"
-   width="841.27997"
-   xml:space="preserve"
-   id="svg2"
-   version="1.1"><metadata
-     id="metadata8"><rdf:RDF><cc:Work
-         rdf:about=""><dc:format>image/svg+xml</dc:format><dc:type
-           rdf:resource="http://purl.org/dc/dcmitype/StillImage" /></cc:Work></rdf:RDF></metadata><defs
-     id="defs6"><clipPath
-       id="clipPath18"
-       clipPathUnits="userSpaceOnUse"><path
-         style="clip-rule:evenodd"
-         id="path16"
-         d="M 0,0 H 2629.1665 V 1217.7849 H 0 Z" /></clipPath><clipPath
-       id="clipPath30"
-       clipPathUnits="userSpaceOnUse"><path
-         style="clip-rule:evenodd"
-         id="path28"
-         d="M 0,0 H 2629.1665 V 1217.7849 H 0 Z" /></clipPath><clipPath
-       id="clipPath42"
-       clipPathUnits="userSpaceOnUse"><path
-         style="clip-rule:evenodd"
-         id="path40"
-         d="M 0,0 H 2629.1665 V 1217.7849 H 0 Z" /></clipPath><clipPath
-       id="clipPath54"
-       clipPathUnits="userSpaceOnUse"><path
-         style="clip-rule:evenodd"
-         id="path52"
-         d="M 500.01001,100.92403 H 2062.269 V 781.34298 H 500.01001 Z" /></clipPath><clipPath
-       id="clipPath66"
-       clipPathUnits="userSpaceOnUse"><path
-         style="clip-rule:evenodd"
-         id="path64"
-         d="M 0,0 H 2629.1665 V 1217.7849 H 0 Z" /></clipPath><clipPath
-       id="clipPath80"
-       clipPathUnits="userSpaceOnUse"><path
-         style="clip-rule:evenodd"
-         id="path78"
-         d="M 19.671911,311.82678 H 315.12314 V 574.26623 H 19.671911 Z" /></clipPath><clipPath
-       id="clipPath94"
-       clipPathUnits="userSpaceOnUse"><path
-         style="clip-rule:evenodd"
-         id="path92"
-         d="M 702.53705,968.99023 H 905.95441 V 1138.2472 H 702.53705 Z" /></clipPath><clipPath
-       id="clipPath108"
-       clipPathUnits="userSpaceOnUse"><path
-         style="clip-rule:evenodd"
-         id="path106"
-         d="M 0,0 H 2629.1665 V 1217.7849 H 0 Z" /></clipPath><clipPath
-       id="clipPath144"
-       clipPathUnits="userSpaceOnUse"><path
-         style="clip-rule:evenodd"
-         id="path142"
-         d="M 655.13708,291.99899 H 953.3775 V 590.25134 H 655.13708 Z" /></clipPath><clipPath
-       id="clipPath156"
-       clipPathUnits="userSpaceOnUse"><path
-         style="clip-rule:evenodd"
-         id="path154"
-         d="M 0,0 H 2629.1665 V 1217.7849 H 0 Z" /></clipPath><clipPath
-       id="clipPath170"
-       clipPathUnits="userSpaceOnUse"><path
-         style="clip-rule:evenodd"
-         id="path168"
-         d="m 1132.0404,291.99899 h 298.2404 v 298.25235 h -298.2404 z" /></clipPath><clipPath
-       id="clipPath182"
-       clipPathUnits="userSpaceOnUse"><path
-         style="clip-rule:evenodd"
-         id="path180"
-         d="M 0,0 H 2629.1665 V 1217.7849 H 0 Z" /></clipPath><clipPath
-       id="clipPath196"
-       clipPathUnits="userSpaceOnUse"><path
-         style="clip-rule:evenodd"
-         id="path194"
-         d="m 1608.9437,291.99899 h 298.2404 v 298.25235 h -298.2404 z" /></clipPath><clipPath
-       id="clipPath208"
-       clipPathUnits="userSpaceOnUse"><path
-         style="clip-rule:evenodd"
-         id="path206"
-         d="M 0,0 H 2629.1665 V 1217.7849 H 0 Z" /></clipPath><clipPath
-       id="clipPath252"
-       clipPathUnits="userSpaceOnUse"><path
-         id="path250"
-         d="M 0,0 H 2629.1665 V 1217.7849 H 0 Z" /></clipPath><clipPath
-       id="clipPath258"
-       clipPathUnits="userSpaceOnUse"><path
-         id="path256"
-         d="M 0,0 H 2629.1665 V 1224.03 H 0 Z" /></clipPath><clipPath
-       id="clipPath264"
-       clipPathUnits="userSpaceOnUse"><path
-         id="path262"
-         d="M 2247.1565,291.99899 H 2545.397 V 590.25134 H 2247.1565 Z" /></clipPath><clipPath
-       id="clipPath270"
-       clipPathUnits="userSpaceOnUse"><path
-         id="path268"
-         d="m 2247.1565,441.12518 c 0,-9.79178 0.9551,-19.4895 2.8652,-29.09314 1.9102,-9.6036 4.7388,-18.92859 8.4859,-27.975 3.7468,-9.04645 8.3401,-17.64044 13.78,-25.78199 5.4397,-8.14157 11.6213,-15.67422 18.5452,-22.59802 6.9235,-6.92383 14.4558,-13.10574 22.5969,-18.54577 8.1413,-5.44001 16.7351,-10.03357 25.7812,-13.78074 9.0459,-3.74713 18.3706,-6.57583 27.9739,-8.48611 9.6033,-1.91028 19.3008,-2.86542 29.0921,-2.86542 9.7912,0 19.4882,0.95514 29.0915,2.86542 9.6033,1.91028 18.9277,4.73898 27.9739,8.48611 9.0461,3.74717 17.6396,8.34073 25.781,13.78074 8.1411,5.44003 15.6736,11.62194 22.5972,18.54577 6.9235,6.9238 13.1052,14.45645 18.5449,22.59802 5.4397,8.14155 10.0332,16.73554 13.7803,25.78199 3.7468,9.04641 6.5754,18.37143 8.4858,27.97503 1.9104,9.60361 2.8655,19.30133 2.8655,29.09311 0,9.79175 -0.9551,19.48941 -2.8655,29.09302 -1.9104,9.60361 -4.739,18.92862 -8.4861,27.97504 -3.7471,9.04641 -8.3403,17.64044 -13.78,25.78198 -5.4397,8.1416 -11.6214,15.67432 -18.5449,22.59808 -6.9236,6.92377 -14.4561,13.10566 -22.5975,18.54566 -8.1411,5.44 -16.7346,10.03363 -25.7807,13.78076 -9.0462,3.74713 -18.3706,6.57587 -27.9739,8.48614 -9.6033,1.91028 -19.3003,2.86542 -29.0915,2.86548 -9.7913,-6e-5 -19.4888,-0.9552 -29.0921,-2.86548 -9.6033,-1.91027 -18.928,-4.73901 -27.9741,-8.48614 -9.0461,-3.74719 -17.6397,-8.34082 -25.781,-13.78082 -8.1411,-5.44001 -15.6734,-11.62189 -22.5969,-18.54566 -6.9239,-6.92389 -13.1055,-14.45654 -18.5452,-22.59808 -5.4399,-8.14154 -10.0332,-16.73551 -13.78,-25.78192 -3.7471,-9.04642 -6.5757,-18.3714 -8.4859,-27.97501 -1.9101,-9.60361 -2.8652,-19.3013 -2.8652,-29.09305 z" /></clipPath><clipPath
-       id="clipPath282"
-       clipPathUnits="userSpaceOnUse"><path
-         style="clip-rule:evenodd"
-         id="path280"
-         d="M 0,0 H 2629.1665 V 1217.7849 H 0 Z" /></clipPath></defs><g
-     transform="matrix(0.31999998,0,0,0.31999998,0,6.434667e-6)"
-     id="g10"><g
-       id="g12"><g
-         clip-path="url(#clipPath18)"
-         id="g14"><g
-           transform="scale(3.1225255)"
-           id="g20"><path
-             id="path22"
-             style="fill:none;fill-opacity:0.5;fill-rule:nonzero;stroke:none"
-             d="M 0,0 H 842 V 392 H 0 Z" /></g></g></g><g
-       id="g24"><g
-         clip-path="url(#clipPath30)"
-         id="g26"><g
-           transform="scale(3.1225255,3.1226497)"
-           id="g32"><path
-             id="path34"
-             style="fill:#f2f2f2;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             d="M 0,0 H 842 V 391.98438 H 0 Z" /></g></g></g><g
-       id="g36"><g
-         clip-path="url(#clipPath42)"
-         id="g38"><g
-           transform="scale(1.7651925,1.7652447)"
-           id="g44"><path
-             id="path46"
-             style="fill:none;fill-opacity:0.5;fill-rule:nonzero;stroke:none"
-             d="M 0,0 H 1489.4552 V 693.41486 H 0 Z" /></g></g></g><g
-       id="g48"><g
-         clip-path="url(#clipPath54)"
-         id="g50"><g
-           transform="matrix(1.7651867,0,0,1.765257,500.01001,100.92403)"
-           id="g56"><path
-             id="path58"
-             style="fill:#2e2e2e;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             d="M 0,0 H 885.039 V 385.45035 H 0 Z" /></g></g></g><g
-       id="g60"><g
-         clip-path="url(#clipPath66)"
-         id="g62"><g
-           transform="matrix(1.7650563,0,0,1.765257,534.05469,134.94499)"
-           id="g68"><text
-             id="text72"
-             style="font-variant:normal;font-weight:bold;font-size:24px;font-family:OpenSans;-inkscape-font-specification:OpenSans-Bold;writing-mode:lr-tb;fill:#ffffff;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             transform="translate(192.36365,24)"><tspan
-               id="tspan70"
-               y="0"
-               x="0 13.21875 28.992188 44.179688 58.359375 69.257812 82.910156 90.234375 102.16406 116.34375 131.53125 137.76562 160.39453 173.95312 180.1875 192.52734 199.85156 214.34766 226.27734 238.20703 245.53125 262.13672 274.47656 288.97266 299.39062 306.71484 321.57422 337.34766 343.58203 358.07812 365.40234 378.96094 393.82031 404.71875 412.04297 422.46094 438.23438">Supervised ML classification algorithm</tspan></text>
-</g></g></g><g
-       id="g74"><g
-         clip-path="url(#clipPath80)"
-         id="g76"><g
-           transform="matrix(2.9545124,0,0,2.9546301,19.671911,294.18484)"
-           id="g82"><path
-             id="path84"
-             style="fill:#fd971f;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             d="M 84.800003,34.599998 V 21.9 H 72.099998 V 9.1999998 H 2.5 V 65.400002 H 15.2 V 78.099998 H 27.9 V 90.799995 H 97.5 V 34.599998 Z M 91.599998,77.699997 75.800003,64.5 67.900002,71.099998 52.599998,57.200001 33.799999,74.400002 V 40.5 H 91.599998 Z M 8.3999996,59.400002 V 15.1 H 66.099998 v 6.800002 H 15.099999 v 37.5 z M 21.1,72.099998 V 27.799999 h 57.700003 v 6.799999 h -51 v 37.5 z" /><path
-             id="path86"
-             style="fill:#fd971f;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             d="m 84,53.599998 c -8e-6,0.71608 -0.137024,1.404908 -0.411064,2.066483 -0.274025,0.661572 -0.664215,1.245537 -1.170563,1.751888 -0.506355,0.506348 -1.090317,0.896538 -1.751892,1.170571 -0.661575,0.274032 -1.350403,0.411052 -2.066483,0.411056 -0.716087,-4e-6 -1.404922,-0.137024 -2.066497,-0.411056 -0.661576,-0.274037 -1.245537,-0.664227 -1.751885,-1.170575 -0.506355,-0.506351 -0.896545,-1.090312 -1.170585,-1.751884 -0.274025,-0.661575 -0.411042,-1.350403 -0.411034,-2.066483 -8e-6,-0.716091 0.137009,-1.404922 0.411034,-2.066497 0.27404,-0.661579 0.66423,-1.245537 1.170585,-1.751881 0.506348,-0.506351 1.090309,-0.896545 1.751885,-1.170578 0.661575,-0.274029 1.35041,-0.411045 2.066497,-0.411045 0.71608,0 1.404908,0.137016 2.066475,0.411045 0.661576,0.274033 1.245537,0.664227 1.751892,1.170578 0.506348,0.506344 0.896538,1.090302 1.170571,1.751881 0.27404,0.661575 0.411056,1.350406 0.411064,2.066497 z" /></g></g></g><g
-       id="g88"><g
-         clip-path="url(#clipPath94)"
-         id="g90"><g
-           transform="matrix(2.0341737,0,0,2.0342548,702.53705,951.12787)"
-           id="g96"><path
-             id="path98"
-             style="fill:#fd971f;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             d="m 2.5,11.7 v 76.699994 h 95 V 11.7 Z m 86.900002,8.099999 v 50.799999 l -21.5,-18 -10.8,9 -20.899997,-19 L 10.6,65.900002 V 19.799999 Z" /><path
-             id="path100"
-             style="fill:#fd971f;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             d="m 79.099998,37.599998 c -7e-6,0.981297 -0.187774,1.925248 -0.563301,2.831852 -0.375526,0.906605 -0.910232,1.706849 -1.60411,2.400738 -0.693886,0.693882 -1.494133,1.228588 -2.400734,1.604119 C 73.625244,44.812237 72.681297,45 71.699997,45 70.718689,45 69.774734,44.812237 68.868134,44.436707 67.961525,44.061176 67.161285,43.52647 66.4674,42.832588 65.773514,42.138699 65.2388,41.338455 64.863274,40.43185 c -0.375527,-0.906604 -0.563286,-1.850555 -0.563279,-2.831852 -7e-6,-0.981304 0.187752,-1.925258 0.563279,-2.831863 0.375526,-0.906601 0.91024,-1.706844 1.604126,-2.400726 0.693885,-0.693886 1.494125,-1.228594 2.400726,-1.604122 0.906608,-0.375525 1.850563,-0.563288 2.831871,-0.563288 0.9813,0 1.925247,0.187763 2.831848,0.563288 0.906601,0.375528 1.706848,0.910236 2.400734,1.604122 0.693886,0.693882 1.228592,1.494125 1.604118,2.400726 0.375527,0.906605 0.563294,1.850559 0.563301,2.831863 z" /></g></g></g><g
-       id="g102"><g
-         clip-path="url(#clipPath108)"
-         id="g104"><g
-           transform="matrix(1.7651867,0,0,1.765257,315.12527,441.13678)"
-           id="g110"><path
-             id="path112"
-             style="fill:none;stroke:#fd971f;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:10;stroke-dasharray:none;stroke-opacity:1"
-             d="M 0.79998708,1.084792 173.99028,0.10529548" /></g><g
-           transform="matrix(1.7651584,-0.00998344,0.00998305,1.7652287,655.11462,441.13678)"
-           id="g114"><path
-             id="path116"
-             style="fill:#fd971f;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             d="M -23.272728,-11.636364 0,0 -23.272728,11.636364 Z" /></g><g
-           transform="matrix(1.7651867,0,0,1.765257,52.677006,606.07507)"
-           id="g118"><path
-             id="path120"
-             style="fill:#fd971f;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             d="M 0,0 H 129.08333 V 20 H 0 Z" /></g><g
-           transform="matrix(1.7647238,0,0,1.765257,52.677006,606.07507)"
-           id="g122"><text
-             id="text126"
-             style="font-variant:normal;font-weight:bold;font-size:14px;font-family:OpenSans;-inkscape-font-specification:OpenSans-Bold;writing-mode:lr-tb;fill:#ffffff;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             transform="translate(7.2734376,14)"><tspan
-               id="tspan124"
-               y="0"
-               x="0 8.1074219 14.464844 22.920898 27.193359 36.394531 40.666992 49.868164 57.777344 61.414062 70.273438 78.729492 84.806641 93.262695 100.22168 108.49316 114.57031 118.20703">Training dataset  </tspan></text>
-</g><g
-           transform="matrix(1.7651867,0,0,1.765257,752.18518,1166.3097)"
-           id="g128"><path
-             id="path130"
-             style="fill:#fd971f;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             d="M 0,0 H 57.549999 V 20 H 0 Z" /></g><g
-           transform="matrix(1.7647135,0,0,1.765257,752.18518,1166.3097)"
-           id="g132"><text
-             id="text136"
-             style="font-variant:normal;font-weight:bold;font-size:14px;font-family:OpenSans;-inkscape-font-specification:OpenSans-Bold;writing-mode:lr-tb;fill:#ffffff;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             transform="translate(7.2734376,14)"><tspan
-               id="tspan134"
-               y="0"
-               x="0 4.6347656 18.381836 26.837891 34.74707 43.018555 46.655273">Image  </tspan></text>
-</g></g></g><g
-       id="g138"><g
-         clip-path="url(#clipPath144)"
-         id="g140"><g
-           transform="matrix(1.7651867,0,0,1.765257,655.13708,291.99899)"
-           id="g146"><path
-             id="path148"
-             style="fill:#f92672;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             d="M 0,0 H 168.95688 V 168.95688 H 0 Z" /></g></g></g><g
-       id="g150"><g
-         clip-path="url(#clipPath156)"
-         id="g152"><g
-           transform="matrix(1.7648445,0,0,1.765257,670.05939,306.91159)"
-           id="g158"><text
-             id="text162"
-             style="font-variant:normal;font-weight:bold;font-size:14px;font-family:OpenSans;-inkscape-font-specification:OpenSans-Bold;writing-mode:lr-tb;fill:#ffffff;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             transform="translate(30.180601,80.030602)"><tspan
-               id="tspan160"
-               y="0"
-               x="0 8.7910156 15.148438 23.419922 32.279297 38.636719 47.304688 54.50293 62.774414 69.733398 76.692383 85.360352">Preprocessor</tspan></text>
-</g></g></g><g
-       id="g164"><g
-         clip-path="url(#clipPath170)"
-         id="g166"><g
-           transform="matrix(1.7651867,0,0,1.765257,1132.0404,291.99899)"
-           id="g172"><path
-             id="path174"
-             style="fill:#f92672;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             d="M 0,0 H 168.95688 V 168.95688 H 0 Z" /></g></g></g><g
-       id="g176"><g
-         clip-path="url(#clipPath182)"
-         id="g178"><g
-           transform="matrix(1.7647811,0,0,1.765257,1146.9581,306.91159)"
-           id="g184"><text
-             id="text188"
-             style="font-variant:normal;font-weight:bold;font-size:14px;font-family:OpenSans;-inkscape-font-specification:OpenSans-Bold;writing-mode:lr-tb;fill:#ffffff;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             transform="translate(14.288931,80.030602)"><tspan
-               id="tspan186"
-               y="0"
-               x="0 7.6835938 15.955078 24.411133 30.488281 39.689453 46.046875 54.318359 57.955078 66.226562 74.320312 80.397461 86.754883 95.210938 102.40918 108.48633 117.1543">Feature extractor</tspan></text>
-</g></g></g><g
-       id="g190"><g
-         clip-path="url(#clipPath196)"
-         id="g192"><g
-           transform="matrix(1.7651867,0,0,1.765257,1608.9437,291.99899)"
-           id="g198"><path
-             id="path200"
-             style="fill:#f92672;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             d="M 0,0 H 168.95688 V 168.95688 H 0 Z" /></g></g></g><g
-       id="g202"><g
-         clip-path="url(#clipPath208)"
-         id="g204"><g
-           transform="matrix(1.764721,0,0,1.765257,1623.8644,306.91159)"
-           id="g210"><text
-             id="text214"
-             style="font-variant:normal;font-weight:bold;font-size:14px;font-family:OpenSans;-inkscape-font-specification:OpenSans-Bold;writing-mode:lr-tb;fill:#ffffff;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             transform="translate(22.058985,70.030602)"><tspan
-               id="tspan212"
-               y="0"
-               x="0 8.9208984 13.193359 21.649414 28.608398 35.567383 39.839844 49.526367 57.797852 64.155273 67.791992 81.539062 90.207031 99.066406 107.33789">Classifier model</tspan></text>
-</g><g
-           transform="matrix(1.7650257,0,0,1.765257,1623.8614,306.91159)"
-           id="g216"><text
-             id="text220"
-             style="font-variant:normal;font-weight:bold;font-size:14px;font-family:OpenSans;-inkscape-font-specification:OpenSans-Bold;writing-mode:lr-tb;fill:#ffffff;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             transform="translate(34.622265,90.030602)"><tspan
-               id="tspan218"
-               y="0"
-               x="0 4.7441406 11.101562 19.373047 26.571289 35.239258 43.148438 52.349609 56.62207 63.451172 71.722656 78.080078">(recognizer)</tspan></text>
-</g><g
-           transform="matrix(1.7651867,0,0,1.765257,953.36951,441.13678)"
-           id="g222"><path
-             id="path224"
-             style="fill:none;stroke:#f92672;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:10;stroke-dasharray:none;stroke-opacity:1"
-             d="M 0.80000001,0 C 33.518574,0 49.877861,0 82.596436,0" /></g><g
-           transform="matrix(1.7651867,0,0,1.765257,1132.0322,441.13678)"
-           id="g226"><path
-             id="path228"
-             style="fill:#f92672;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             d="M -23.272728,-11.636364 0,0 -23.272728,11.636364 Z" /></g><g
-           transform="matrix(1.7651867,0,0,1.765257,1430.2727,441.13678)"
-           id="g230"><path
-             id="path232"
-             style="fill:none;stroke:#f92672;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:10;stroke-dasharray:none;stroke-opacity:1"
-             d="M 0.79999995,0 C 33.518574,0 49.877861,0 82.596436,0" /></g><g
-           transform="matrix(1.7651867,0,0,1.765257,1608.9354,441.13678)"
-           id="g234"><path
-             id="path236"
-             style="fill:#f92672;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             d="M -23.272728,-11.636364 0,0 -23.272728,11.636364 Z" /></g><g
-           transform="matrix(1.7651867,0,0,1.765257,804.23767,590.27448)"
-           id="g238"><path
-             id="path240"
-             style="fill:none;stroke:#fd971f;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:10;stroke-dasharray:none;stroke-opacity:1"
-             d="M 0,213.74124 V 18.618181" /></g><g
-           transform="matrix(0,-1.765257,1.7651867,0,804.23767,590.27448)"
-           id="g242"><path
-             id="path244"
-             style="fill:#fd971f;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             d="M -23.272728,-11.636364 0,0 -23.272728,11.636364 Z" /></g></g></g><g
-       id="g246"><g
-         clip-path="url(#clipPath252)"
-         id="g248"><g
-           clip-path="url(#clipPath258)"
-           id="g254"><g
-             clip-path="url(#clipPath264)"
-             id="g260"><g
-               clip-path="url(#clipPath270)"
-               id="g266"><g
-                 transform="matrix(1.7651867,0,0,1.765257,2247.1565,291.99899)"
-                 id="g272"><path
-                   id="path274"
-                   style="fill:#ae81ff;fill-opacity:1;fill-rule:nonzero;stroke:none"
-                   d="m 168.95688,84.478439 c 10e-6,2.766777 -0.13558,5.526886 -0.40677,8.280335 -0.27119,2.753448 -0.6767,5.486976 -1.21648,8.200576 -0.53976,2.71362 -1.21122,5.39424 -2.01437,8.04188 -0.80315,2.64764 -1.73413,5.24953 -2.79294,7.80569 -1.05879,2.55617 -2.24031,5.05429 -3.54455,7.49437 -1.30425,2.44008 -2.72495,4.81036 -4.26209,7.11085 -1.53712,2.30049 -3.1833,4.52011 -4.93854,6.65884 -1.75522,2.13877 -3.61104,4.18634 -5.56744,6.14273 -1.95641,1.95641 -4.00397,3.81223 -6.14272,5.56745 -2.13874,1.75523 -4.35835,3.4014 -6.65884,4.93852 -2.30049,1.53714 -4.67077,2.95784 -7.11085,4.26209 -2.44008,1.30424 -4.9382,2.48576 -7.49437,3.54455 -2.55616,1.05881 -5.15805,1.98979 -7.80569,2.79295 -2.64763,0.80315 -5.32826,1.4746 -8.04187,2.01438 -2.71361,0.53978 -5.447138,0.94527 -8.200579,1.21646 -2.753456,0.27118 -5.513565,0.40677 -8.280342,0.40677 -2.766777,0 -5.526886,-0.13559 -8.280327,-0.40677 -2.753456,-0.27119 -5.486991,-0.6767 -8.200599,-1.21648 -2.713608,-0.53976 -5.394234,-1.21122 -8.04187,-2.01437 -2.647641,-0.80315 -5.249543,-1.73413 -7.80571,-2.79294 -2.556164,-1.05879 -5.054287,-2.24031 -7.494362,-3.54455 -2.440075,-1.30425 -4.810356,-2.72495 -7.110844,-4.26209 -2.300487,-1.53712 -4.520099,-3.1833 -6.658844,-4.93854 -2.138746,-1.75522 -4.186319,-3.61104 -6.142723,-5.56744 -1.956403,-1.95641 -3.812216,-4.00397 -5.567438,-6.14272 -1.75522,-2.13874 -3.4014,-4.35835 -4.938539,-6.65884 -1.537136,-2.30049 -2.957828,-4.67077 -4.2620758,-7.11085 -1.3042479,-2.44008 -2.4857712,-4.9382 -3.54457,-7.49437 C 5.3717394,114.25076 4.4407644,111.64887 3.6376128,109.00123 2.8344612,106.3536 2.1630001,103.67297 1.6232293,100.95936 1.0834587,98.24575 0.67797792,95.512222 0.40678674,92.758781 0.13559556,90.005325 0,87.245216 0,84.478439 0,81.711662 0.13559556,78.951553 0.40678674,76.198112 0.67797792,73.444656 1.0834587,70.711121 1.6232293,67.997513 c 0.5397708,-2.713608 1.2112319,-5.394234 2.0143835,-8.04187 0.8031516,-2.647641 1.7341266,-5.249543 2.7929244,-7.80571 1.0587988,-2.556164 2.2403221,-5.054287 3.54457,-7.494362 1.3042478,-2.440075 2.7249398,-4.810356 4.2620758,-7.110844 1.537139,-2.300487 3.183319,-4.520099 4.938539,-6.658844 1.755222,-2.138746 3.611035,-4.186319 5.567438,-6.142723 1.956404,-1.956403 4.003977,-3.812216 6.14272,-5.567438 2.138744,-1.75522 4.35836,-3.4014 6.658847,-4.938539 C 39.845215,12.700047 42.2155,11.279355 44.655575,9.9751072 47.09565,8.6708593 49.593769,7.489336 52.149933,6.4305372 54.7061,5.3717394 57.308002,4.4407644 59.955643,3.6376128 62.603279,2.8344612 65.283905,2.1630001 67.997513,1.6232293 70.711121,1.0834587 73.444656,0.67797792 76.198112,0.40678674 78.951553,0.13559556 81.711662,0 84.478439,0 c 2.766777,0 5.526886,0.13559556 8.280335,0.40678674 2.753448,0.27119118 5.486976,0.67667196 8.200576,1.21644256 2.71362,0.5397708 5.39424,1.2112319 8.04188,2.0143835 2.64764,0.8031516 5.24953,1.7341266 7.80569,2.7929244 2.55617,1.0587988 5.05429,2.2403221 7.49437,3.54457 2.44008,1.3042478 4.81036,2.7249398 7.11085,4.2620758 2.30049,1.537139 4.52011,3.183319 6.65884,4.938539 2.13877,1.755222 4.18634,3.611035 6.14273,5.567438 1.95641,1.956404 3.81223,4.003977 5.56745,6.14272 1.75523,2.138744 3.4014,4.35836 4.93852,6.658847 1.53714,2.300488 2.95784,4.670773 4.26209,7.110848 1.30424,2.440075 2.48576,4.938194 3.54455,7.494358 1.05881,2.556167 1.98979,5.158069 2.79295,7.80571 0.80315,2.647636 1.4746,5.328262 2.01438,8.04187 0.53978,2.713608 0.94527,5.447143 1.21646,8.200599 0.27119,2.753441 0.40678,5.51355 0.40677,8.280327 z" /></g></g></g></g></g></g><g
-       id="g276"><g
-         clip-path="url(#clipPath282)"
-         id="g278"><g
-           transform="matrix(1.7656765,0,0,1.765257,2290.812,335.67703)"
-           id="g284"><text
-             id="text288"
-             style="font-variant:normal;font-weight:bold;font-size:14px;font-family:OpenSans;-inkscape-font-specification:OpenSans-Bold;writing-mode:lr-tb;fill:#ffffff;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             transform="translate(42.31028,53.735279)"><tspan
-               id="tspan286"
-               y="0"
-               x="0 7.9091797 16.577148 24.486328 28.758789 34.835938">Logit </tspan></text>
-</g><g
-           transform="matrix(1.7649924,0,0,1.765257,2290.8354,335.67703)"
-           id="g290"><text
-             id="text294"
-             style="font-variant:normal;font-weight:bold;font-size:14px;font-family:OpenSans;-inkscape-font-specification:OpenSans-Bold;writing-mode:lr-tb;fill:#ffffff;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             transform="translate(13.901948,73.735283)"><tspan
-               id="tspan292"
-               y="0"
-               x="0 7.1982422 11.470703 19.926758 26.885742 33.844727 38.117188 47.803711 55.001953 63.458008 69.535156 73.807617 82.475586">classification</tspan></text>
-</g><g
-           transform="matrix(1.7651867,0,0,1.765257,1907.1761,441.13678)"
-           id="g296"><path
-             id="path298"
-             style="fill:none;stroke:#ae81ff;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:10;stroke-dasharray:none;stroke-opacity:1"
-             d="M 0.80000001,0 H 173.98999" /></g><g
-           transform="matrix(1.7651867,0,0,1.765257,2247.1655,441.13678)"
-           id="g300"><path
-             id="path302"
-             style="fill:#ae81ff;fill-opacity:1;fill-rule:nonzero;stroke:none"
-             d="M -23.272728,-11.636364 0,0 -23.272728,11.636364 Z" /></g></g></g></g></svg>
\ No newline at end of file