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draw2.py
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__author__ = 'amrit'
import matplotlib.pyplot as plt
import os, pickle
import operator
import numpy as np
import matplotlib.cm as cmx
import matplotlib.colors as colors
from collections import OrderedDict
Accuracy={'synapse': {'KNN': {'AUC': [0.796, 0.727, 0.642, 0.658, 0.742, 0.712, 0.641, 0.729, 0.667, 0.698, 0.757, 0.685, 0.609, 0.712, 0.685], 'False_alarm': [0.353, 0.324, 0.382, 0.294, 0.294, 0.353, 0.441, 0.265, 0.5, 0.382, 0.265, 0.353, 0.559, 0.353, 0.353], 'Recall': [0.944, 0.778, 0.667, 0.611, 0.778, 0.778, 0.722, 0.722, 0.833, 0.778, 0.778, 0.722, 0.778, 0.778, 0.722], 'Precision': [0.586, 0.56, 0.48, 0.524, 0.583, 0.538, 0.464, 0.591, 0.469, 0.519, 0.609, 0.52, 0.424, 0.538, 0.52], 'F_score': [0.723, 0.651, 0.558, 0.564, 0.667, 0.636, 0.565, 0.65, 0.6, 0.622, 0.683, 0.605, 0.549, 0.636, 0.605], 'Accuracy': [0.75, 0.712, 0.635, 0.673, 0.731, 0.692, 0.615, 0.731, 0.615, 0.673, 0.75, 0.673, 0.558, 0.692, 0.673]}, 'SVM': {'AUC': [0.657, 0.685, 0.587, 0.725, 0.729, 0.68, 0.699, 0.711, 0.678, 0.619, 0.67, 0.528, 0.742, 0.681, 0.658], 'False_alarm': [0.353, 0.353, 0.382, 0.382, 0.265, 0.529, 0.324, 0.412, 0.588, 0.206, 0.382, 0.5, 0.294, 0.471, 0.294], 'Recall': [0.667, 0.722, 0.556, 0.833, 0.722, 0.889, 0.722, 0.833, 0.944, 0.444, 0.722, 0.556, 0.778, 0.833, 0.611], 'Precision': [0.5, 0.52, 0.435, 0.536, 0.591, 0.471, 0.542, 0.517, 0.459, 0.533, 0.5, 0.37, 0.583, 0.484, 0.524], 'F_score': [0.571, 0.605, 0.488, 0.652, 0.65, 0.615, 0.619, 0.638, 0.618, 0.485, 0.591, 0.444, 0.667, 0.612, 0.564], 'Accuracy': [0.654, 0.673, 0.596, 0.692, 0.731, 0.615, 0.692, 0.673, 0.596, 0.673, 0.654, 0.519, 0.731, 0.635, 0.673]}, 'NB': {'AUC': [0.686, 0.634, 0.634, 0.632, 0.618, 0.688, 0.714, 0.632, 0.605, 0.701, 0.559, 0.676, 0.742, 0.717, 0.605], 'False_alarm': [0.294, 0.176, 0.176, 0.235, 0.265, 0.235, 0.294, 0.235, 0.235, 0.265, 0.382, 0.147, 0.294, 0.176, 0.235], 'Recall': [0.667, 0.444, 0.444, 0.5, 0.5, 0.611, 0.722, 0.5, 0.444, 0.667, 0.5, 0.5, 0.778, 0.611, 0.444], 'Precision': [0.545, 0.571, 0.571, 0.529, 0.5, 0.579, 0.565, 0.529, 0.5, 0.571, 0.409, 0.643, 0.583, 0.647, 0.5], 'F_score': [0.6, 0.5, 0.5, 0.514, 0.5, 0.595, 0.634, 0.514, 0.471, 0.615, 0.45, 0.563, 0.667, 0.629, 0.471], 'Accuracy': [0.692, 0.692, 0.692, 0.673, 0.654, 0.712, 0.712, 0.673, 0.654, 0.712, 0.577, 0.731, 0.731, 0.75, 0.654]}, 'RF': {'AUC': [0.688, 0.574, 0.616, 0.645, 0.828, 0.712, 0.775, 0.717, 0.716, 0.743, 0.745, 0.613, 0.605, 0.673, 0.673], 'False_alarm': [0.235, 0.353, 0.324, 0.265, 0.176, 0.353, 0.118, 0.176, 0.235, 0.235, 0.176, 0.441, 0.235, 0.265, 0.265], 'Recall': [0.611, 0.5, 0.556, 0.556, 0.833, 0.778, 0.667, 0.611, 0.667, 0.722, 0.667, 0.667, 0.444, 0.611, 0.611], 'Precision': [0.579, 0.429, 0.476, 0.526, 0.714, 0.538, 0.75, 0.647, 0.6, 0.619, 0.667, 0.444, 0.5, 0.55, 0.55], 'F_score': [0.595, 0.462, 0.513, 0.541, 0.769, 0.636, 0.706, 0.629, 0.632, 0.667, 0.667, 0.533, 0.471, 0.579, 0.579], 'Accuracy': [0.712, 0.596, 0.635, 0.673, 0.827, 0.692, 0.808, 0.75, 0.731, 0.75, 0.769, 0.596, 0.654, 0.692, 0.692]}, 'LR': {'AUC': [0.753, 0.613, 0.727, 0.572, 0.672, 0.771, 0.725, 0.743, 0.685, 0.743, 0.781, 0.724, 0.711, 0.614, 0.66], 'False_alarm': [0.382, 0.441, 0.324, 0.412, 0.324, 0.235, 0.382, 0.235, 0.353, 0.235, 0.382, 0.441, 0.412, 0.382, 0.235], 'Recall': [0.889, 0.667, 0.778, 0.556, 0.667, 0.778, 0.833, 0.722, 0.722, 0.722, 0.944, 0.889, 0.833, 0.611, 0.556], 'Precision': [0.552, 0.444, 0.56, 0.417, 0.522, 0.636, 0.536, 0.619, 0.52, 0.619, 0.567, 0.516, 0.517, 0.458, 0.556], 'F_score': [0.681, 0.533, 0.651, 0.476, 0.585, 0.7, 0.652, 0.667, 0.605, 0.667, 0.708, 0.653, 0.638, 0.524, 0.556], 'Accuracy': [0.712, 0.596, 0.712, 0.577, 0.673, 0.769, 0.692, 0.75, 0.673, 0.75, 0.731, 0.673, 0.673, 0.615, 0.692]}, 'DT': {'AUC': [0.716, 0.644, 0.784, 0.696, 0.701, 0.69, 0.704, 0.701, 0.652, 0.518, 0.717, 0.73, 0.66, 0.686, 0.57], 'False_alarm': [0.235, 0.324, 0.265, 0.441, 0.265, 0.176, 0.147, 0.265, 0.529, 0.353, 0.176, 0.206, 0.235, 0.294, 0.471], 'Recall': [0.667, 0.611, 0.833, 0.833, 0.667, 0.556, 0.556, 0.667, 0.833, 0.389, 0.611, 0.667, 0.556, 0.667, 0.611], 'Precision': [0.6, 0.5, 0.625, 0.5, 0.571, 0.625, 0.667, 0.571, 0.455, 0.368, 0.647, 0.632, 0.556, 0.545, 0.407], 'F_score': [0.632, 0.55, 0.714, 0.625, 0.615, 0.588, 0.606, 0.615, 0.588, 0.378, 0.629, 0.649, 0.556, 0.6, 0.489], 'Accuracy': [0.731, 0.654, 0.769, 0.654, 0.712, 0.731, 0.75, 0.712, 0.596, 0.558, 0.75, 0.75, 0.692, 0.692, 0.558]}}, 'xerces': {'KNN': {'AUC': [0.794, 0.793, 0.696, 0.816, 0.804, 0.848, 0.821, 0.847, 0.83, 0.81, 0.81, 0.778, 0.755, 0.794, 0.713], 'False_alarm': [0.355, 0.323, 0.516, 0.323, 0.29, 0.258, 0.29, 0.226, 0.226, 0.323, 0.323, 0.387, 0.387, 0.355, 0.484], 'Recall': [0.943, 0.909, 0.909, 0.955, 0.898, 0.955, 0.932, 0.92, 0.886, 0.943, 0.943, 0.943, 0.898, 0.943, 0.909], 'Precision': [0.883, 0.889, 0.833, 0.894, 0.898, 0.913, 0.901, 0.92, 0.918, 0.892, 0.892, 0.874, 0.868, 0.883, 0.842], 'F_score': [0.912, 0.899, 0.87, 0.923, 0.898, 0.933, 0.916, 0.92, 0.902, 0.917, 0.917, 0.907, 0.883, 0.912, 0.874], 'Accuracy': [0.866, 0.849, 0.798, 0.882, 0.849, 0.899, 0.874, 0.882, 0.857, 0.874, 0.874, 0.857, 0.824, 0.866, 0.807]}, 'SVM': {'AUC': [0.852, 0.891, 0.933, 0.863, 0.81, 0.951, 0.89, 0.912, 0.913, 0.868, 0.95, 0.853, 0.853, 0.886, 0.896], 'False_alarm': [0.194, 0.161, 0.032, 0.194, 0.323, 0.065, 0.129, 0.097, 0.129, 0.161, 0.032, 0.226, 0.226, 0.194, 0.129], 'Recall': [0.898, 0.943, 0.898, 0.92, 0.943, 0.966, 0.909, 0.92, 0.955, 0.898, 0.932, 0.932, 0.932, 0.966, 0.92], 'Precision': [0.929, 0.943, 0.988, 0.931, 0.892, 0.977, 0.952, 0.964, 0.955, 0.94, 0.988, 0.921, 0.921, 0.934, 0.953], 'F_score': [0.913, 0.943, 0.94, 0.926, 0.917, 0.971, 0.93, 0.942, 0.955, 0.919, 0.959, 0.927, 0.927, 0.95, 0.936], 'Accuracy': [0.874, 0.916, 0.916, 0.891, 0.874, 0.958, 0.899, 0.916, 0.933, 0.882, 0.941, 0.891, 0.891, 0.924, 0.908]}, 'NB': {'AUC': [0.775, 0.697, 0.742, 0.779, 0.736, 0.74, 0.74, 0.796, 0.769, 0.765, 0.743, 0.712, 0.72, 0.761, 0.732], 'False_alarm': [0.065, 0.129, 0.129, 0.032, 0.097, 0.065, 0.065, 0.032, 0.065, 0.129, 0.161, 0.065, 0.129, 0.0, 0.161], 'Recall': [0.614, 0.523, 0.614, 0.591, 0.568, 0.545, 0.545, 0.625, 0.602, 0.659, 0.648, 0.489, 0.568, 0.523, 0.625], 'Precision': [0.964, 0.92, 0.931, 0.981, 0.943, 0.96, 0.96, 0.982, 0.964, 0.935, 0.919, 0.956, 0.926, 1.0, 0.917], 'F_score': [0.75, 0.667, 0.74, 0.738, 0.709, 0.696, 0.696, 0.764, 0.741, 0.773, 0.76, 0.647, 0.704, 0.687, 0.743], 'Accuracy': [0.697, 0.613, 0.681, 0.689, 0.655, 0.647, 0.647, 0.714, 0.689, 0.714, 0.697, 0.605, 0.647, 0.647, 0.681]}, 'RF': {'AUC': [0.967, 0.908, 0.901, 0.887, 0.886, 0.908, 0.908, 0.924, 0.897, 0.885, 0.934, 0.832, 0.87, 0.886, 0.901], 'False_alarm': [0.032, 0.161, 0.129, 0.226, 0.194, 0.161, 0.161, 0.129, 0.161, 0.161, 0.065, 0.29, 0.226, 0.194, 0.129], 'Recall': [0.966, 0.977, 0.932, 1.0, 0.966, 0.977, 0.977, 0.977, 0.955, 0.932, 0.932, 0.955, 0.966, 0.966, 0.932], 'Precision': [0.988, 0.945, 0.953, 0.926, 0.934, 0.945, 0.945, 0.956, 0.944, 0.943, 0.976, 0.903, 0.924, 0.934, 0.953], 'F_score': [0.977, 0.961, 0.943, 0.962, 0.95, 0.961, 0.961, 0.966, 0.949, 0.937, 0.953, 0.928, 0.944, 0.95, 0.943], 'Accuracy': [0.966, 0.941, 0.916, 0.941, 0.924, 0.941, 0.941, 0.95, 0.924, 0.908, 0.933, 0.891, 0.916, 0.924, 0.916]}, 'LR': {'AUC': [0.876, 0.885, 0.836, 0.868, 0.831, 0.805, 0.847, 0.846, 0.901, 0.826, 0.846, 0.875, 0.891, 0.852, 0.792], 'False_alarm': [0.226, 0.161, 0.226, 0.161, 0.258, 0.323, 0.226, 0.194, 0.129, 0.29, 0.194, 0.194, 0.161, 0.194, 0.29], 'Recall': [0.977, 0.932, 0.898, 0.898, 0.92, 0.932, 0.92, 0.886, 0.932, 0.943, 0.886, 0.943, 0.943, 0.898, 0.875], 'Precision': [0.925, 0.943, 0.919, 0.94, 0.91, 0.891, 0.92, 0.929, 0.953, 0.902, 0.929, 0.933, 0.943, 0.929, 0.895], 'F_score': [0.95, 0.937, 0.908, 0.919, 0.915, 0.911, 0.92, 0.907, 0.943, 0.922, 0.907, 0.938, 0.943, 0.913, 0.885], 'Accuracy': [0.924, 0.908, 0.866, 0.882, 0.874, 0.866, 0.882, 0.866, 0.916, 0.882, 0.866, 0.908, 0.916, 0.874, 0.832]}, 'DT': {'AUC': [0.96, 0.929, 0.9, 0.837, 0.88, 0.837, 0.946, 0.922, 0.891, 0.89, 0.842, 0.912, 0.859, 0.869, 0.913], 'False_alarm': [0.0, 0.097, 0.097, 0.258, 0.161, 0.258, 0.097, 0.065, 0.161, 0.129, 0.226, 0.097, 0.226, 0.194, 0.129], 'Recall': [0.92, 0.955, 0.898, 0.932, 0.92, 0.932, 0.989, 0.909, 0.943, 0.909, 0.909, 0.92, 0.943, 0.932, 0.955], 'Precision': [1.0, 0.966, 0.963, 0.911, 0.942, 0.911, 0.967, 0.976, 0.943, 0.952, 0.92, 0.964, 0.922, 0.932, 0.955], 'F_score': [0.959, 0.96, 0.929, 0.921, 0.931, 0.921, 0.978, 0.941, 0.943, 0.93, 0.914, 0.942, 0.933, 0.932, 0.955], 'Accuracy': [0.941, 0.941, 0.899, 0.882, 0.899, 0.882, 0.966, 0.916, 0.916, 0.899, 0.874, 0.916, 0.899, 0.899, 0.933]}}, 'tomcat': {'KNN': {'AUC': [0.726, 0.701, 0.688, 0.628, 0.625, 0.632, 0.688, 0.657, 0.62, 0.729, 0.73, 0.852, 0.663, 0.672, 0.592], 'False_alarm': [0.236, 0.223, 0.248, 0.369, 0.312, 0.299, 0.248, 0.248, 0.197, 0.293, 0.414, 0.172, 0.236, 0.344, 0.191], 'Recall': [0.688, 0.625, 0.625, 0.625, 0.563, 0.563, 0.625, 0.563, 0.438, 0.75, 0.875, 0.875, 0.563, 0.688, 0.375], 'Precision': [0.229, 0.222, 0.204, 0.147, 0.155, 0.161, 0.204, 0.188, 0.184, 0.207, 0.177, 0.341, 0.196, 0.169, 0.167], 'F_score': [0.344, 0.328, 0.308, 0.238, 0.243, 0.25, 0.308, 0.281, 0.259, 0.324, 0.295, 0.491, 0.29, 0.272, 0.231], 'Accuracy': [0.757, 0.763, 0.74, 0.63, 0.676, 0.688, 0.74, 0.734, 0.769, 0.711, 0.613, 0.832, 0.746, 0.659, 0.769]}, 'SVM': {'AUC': [0.786, 0.76, 0.732, 0.689, 0.723, 0.836, 0.823, 0.689, 0.651, 0.714, 0.72, 0.783, 0.711, 0.779, 0.799], 'False_alarm': [0.178, 0.229, 0.223, 0.185, 0.178, 0.204, 0.229, 0.185, 0.197, 0.197, 0.248, 0.121, 0.204, 0.191, 0.153], 'Recall': [0.75, 0.75, 0.688, 0.563, 0.625, 0.875, 0.875, 0.563, 0.5, 0.625, 0.688, 0.688, 0.625, 0.75, 0.75], 'Precision': [0.3, 0.25, 0.239, 0.237, 0.263, 0.304, 0.28, 0.237, 0.205, 0.244, 0.22, 0.367, 0.238, 0.286, 0.333], 'F_score': [0.429, 0.375, 0.355, 0.333, 0.37, 0.452, 0.424, 0.333, 0.291, 0.351, 0.333, 0.478, 0.345, 0.414, 0.462], 'Accuracy': [0.815, 0.769, 0.769, 0.792, 0.803, 0.803, 0.78, 0.792, 0.775, 0.786, 0.746, 0.861, 0.78, 0.803, 0.838]}, 'NB': {'AUC': [0.758, 0.721, 0.702, 0.667, 0.674, 0.658, 0.746, 0.723, 0.752, 0.668, 0.777, 0.677, 0.786, 0.723, 0.693], 'False_alarm': [0.108, 0.121, 0.159, 0.166, 0.153, 0.121, 0.134, 0.178, 0.121, 0.102, 0.134, 0.146, 0.115, 0.242, 0.115], 'Recall': [0.625, 0.563, 0.563, 0.5, 0.5, 0.438, 0.625, 0.625, 0.625, 0.438, 0.688, 0.5, 0.688, 0.688, 0.5], 'Precision': [0.37, 0.321, 0.265, 0.235, 0.25, 0.269, 0.323, 0.263, 0.345, 0.304, 0.344, 0.258, 0.379, 0.224, 0.308], 'F_score': [0.465, 0.409, 0.36, 0.32, 0.333, 0.333, 0.426, 0.37, 0.444, 0.359, 0.458, 0.34, 0.489, 0.338, 0.381], 'Accuracy': [0.867, 0.85, 0.815, 0.803, 0.815, 0.838, 0.844, 0.803, 0.855, 0.855, 0.85, 0.821, 0.867, 0.751, 0.85]}, 'RF': {'AUC': [0.721, 0.817, 0.665, 0.689, 0.827, 0.64, 0.64, 0.724, 0.771, 0.561, 0.667, 0.608, 0.677, 0.618, 0.586], 'False_alarm': [0.121, 0.178, 0.108, 0.121, 0.096, 0.096, 0.096, 0.115, 0.083, 0.127, 0.166, 0.096, 0.083, 0.076, 0.14], 'Recall': [0.563, 0.813, 0.438, 0.5, 0.75, 0.375, 0.375, 0.563, 0.625, 0.25, 0.5, 0.313, 0.438, 0.313, 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0.944, 0.778, 0.667, 0.833, 0.833, 0.778, 0.667, 0.556, 0.889, 0.611, 0.944, 0.667, 0.778], 'Precision': [0.55, 0.684, 0.515, 0.412, 0.48, 0.536, 0.556, 0.667, 0.6, 0.526, 0.533, 0.611, 0.63, 0.48, 0.519], 'F_score': [0.579, 0.703, 0.667, 0.538, 0.558, 0.652, 0.667, 0.718, 0.632, 0.541, 0.667, 0.611, 0.756, 0.558, 0.622], 'Accuracy': [0.692, 0.788, 0.673, 0.538, 0.635, 0.692, 0.712, 0.788, 0.731, 0.673, 0.692, 0.731, 0.788, 0.635, 0.673]}, 'NB': {'AUC': [0.606, 0.676, 0.611, 0.706, 0.603, 0.729, 0.634, 0.704, 0.672, 0.673, 0.632, 0.647, 0.601, 0.77, 0.678], 'False_alarm': [0.176, 0.147, 0.5, 0.088, 0.294, 0.265, 0.176, 0.147, 0.324, 0.265, 0.235, 0.206, 0.353, 0.294, 0.088], 'Recall': [0.389, 0.5, 0.722, 0.5, 0.5, 0.722, 0.444, 0.556, 0.667, 0.611, 0.5, 0.5, 0.556, 0.833, 0.444], 'Precision': [0.538, 0.643, 0.433, 0.75, 0.474, 0.591, 0.571, 0.667, 0.522, 0.55, 0.529, 0.563, 0.455, 0.6, 0.727], 'F_score': [0.452, 0.563, 0.542, 0.6, 0.486, 0.65, 0.5, 0.606, 0.585, 0.579, 0.514, 0.529, 0.5, 0.698, 0.552], 'Accuracy': [0.673, 0.731, 0.577, 0.769, 0.635, 0.731, 0.692, 0.75, 0.673, 0.692, 0.673, 0.692, 0.615, 0.75, 0.75]}, 'RF': {'AUC': [0.729, 0.686, 0.757, 0.743, 0.755, 0.645, 0.783, 0.773, 0.812, 0.799, 0.786, 0.634, 0.686, 0.73, 0.685], 'False_alarm': [0.265, 0.294, 0.265, 0.235, 0.324, 0.265, 0.324, 0.176, 0.265, 0.235, 0.206, 0.176, 0.294, 0.206, 0.353], 'Recall': [0.722, 0.667, 0.778, 0.722, 0.833, 0.556, 0.889, 0.722, 0.889, 0.833, 0.778, 0.444, 0.667, 0.667, 0.722], 'Precision': [0.591, 0.545, 0.609, 0.619, 0.577, 0.526, 0.593, 0.684, 0.64, 0.652, 0.667, 0.571, 0.545, 0.632, 0.52], 'F_score': [0.65, 0.6, 0.683, 0.667, 0.682, 0.541, 0.711, 0.703, 0.744, 0.732, 0.718, 0.5, 0.6, 0.649, 0.605], 'Accuracy': [0.731, 0.692, 0.75, 0.75, 0.731, 0.673, 0.75, 0.788, 0.788, 0.788, 0.788, 0.692, 0.692, 0.75, 0.673]}, 'LR': {'AUC': [0.6, 0.698, 0.716, 0.688, 0.672, 0.69, 0.672, 0.672, 0.799, 0.685, 0.742, 0.696, 0.727, 0.67, 0.714], 'False_alarm': [0.412, 0.382, 0.235, 0.235, 0.324, 0.176, 0.324, 0.324, 0.235, 0.353, 0.294, 0.441, 0.324, 0.382, 0.294], 'Recall': [0.611, 0.778, 0.667, 0.611, 0.667, 0.556, 0.667, 0.667, 0.833, 0.722, 0.778, 0.833, 0.778, 0.722, 0.722], 'Precision': [0.44, 0.519, 0.6, 0.579, 0.522, 0.625, 0.522, 0.522, 0.652, 0.52, 0.583, 0.5, 0.56, 0.5, 0.565], 'F_score': [0.512, 0.622, 0.632, 0.595, 0.585, 0.588, 0.585, 0.585, 0.732, 0.605, 0.667, 0.625, 0.651, 0.591, 0.634], 'Accuracy': [0.596, 0.673, 0.731, 0.712, 0.673, 0.731, 0.673, 0.673, 0.788, 0.673, 0.731, 0.654, 0.712, 0.654, 0.712]}, 'DT': {'AUC': [0.77, 0.619, 0.688, 0.644, 0.603, 0.587, 0.797, 0.699, 0.686, 0.693, 0.672, 0.642, 0.67, 0.655, 0.727], 'False_alarm': [0.294, 0.206, 0.235, 0.324, 0.294, 0.382, 0.294, 0.324, 0.294, 0.559, 0.324, 0.382, 0.382, 0.412, 0.324], 'Recall': [0.833, 0.444, 0.611, 0.611, 0.5, 0.556, 0.889, 0.722, 0.667, 0.944, 0.667, 0.667, 0.722, 0.722, 0.778], 'Precision': [0.6, 0.533, 0.579, 0.5, 0.474, 0.435, 0.615, 0.542, 0.545, 0.472, 0.522, 0.48, 0.5, 0.481, 0.56], 'F_score': [0.698, 0.485, 0.595, 0.55, 0.486, 0.488, 0.727, 0.619, 0.6, 0.63, 0.585, 0.558, 0.591, 0.578, 0.651], 'Accuracy': [0.75, 0.673, 0.712, 0.654, 0.635, 0.596, 0.769, 0.692, 0.692, 0.615, 0.673, 0.635, 0.654, 0.635, 0.712]}}, 'xerces': {'KNN': {'AUC': [0.794, 0.793, 0.696, 0.816, 0.804, 0.848, 0.821, 0.847, 0.83, 0.81, 0.81, 0.778, 0.755, 0.794, 0.713], 'False_alarm': [0.355, 0.323, 0.516, 0.323, 0.29, 0.258, 0.29, 0.226, 0.226, 0.323, 0.323, 0.387, 0.387, 0.355, 0.484], 'Recall': [0.943, 0.909, 0.909, 0.955, 0.898, 0.955, 0.932, 0.92, 0.886, 0.943, 0.943, 0.943, 0.898, 0.943, 0.909], 'Precision': [0.883, 0.889, 0.833, 0.894, 0.898, 0.913, 0.901, 0.92, 0.918, 0.892, 0.892, 0.874, 0.868, 0.883, 0.842], 'F_score': [0.912, 0.899, 0.87, 0.923, 0.898, 0.933, 0.916, 0.92, 0.902, 0.917, 0.917, 0.907, 0.883, 0.912, 0.874], 'Accuracy': [0.866, 0.849, 0.798, 0.882, 0.849, 0.899, 0.874, 0.882, 0.857, 0.874, 0.874, 0.857, 0.824, 0.866, 0.807]}, 'SVM': {'AUC': [0.852, 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0.659, 0.648, 0.489, 0.568, 0.523, 0.625], 'Precision': [0.964, 0.92, 0.931, 0.981, 0.943, 0.96, 0.96, 0.982, 0.964, 0.935, 0.919, 0.956, 0.926, 1.0, 0.917], 'F_score': [0.75, 0.667, 0.74, 0.738, 0.709, 0.696, 0.696, 0.764, 0.741, 0.773, 0.76, 0.647, 0.704, 0.687, 0.743], 'Accuracy': [0.697, 0.613, 0.681, 0.689, 0.655, 0.647, 0.647, 0.714, 0.689, 0.714, 0.697, 0.605, 0.647, 0.647, 0.681]}, 'RF': {'AUC': [0.955, 0.902, 0.853, 0.898, 0.88, 0.914, 0.865, 0.913, 0.922, 0.891, 0.922, 0.838, 0.837, 0.864, 0.907], 'False_alarm': [0.032, 0.161, 0.226, 0.194, 0.161, 0.161, 0.258, 0.129, 0.065, 0.161, 0.065, 0.29, 0.258, 0.226, 0.129], 'Recall': [0.943, 0.966, 0.932, 0.989, 0.92, 0.989, 0.989, 0.955, 0.909, 0.943, 0.909, 0.966, 0.932, 0.955, 0.943], 'Precision': [0.988, 0.944, 0.921, 0.935, 0.942, 0.946, 0.916, 0.955, 0.976, 0.943, 0.976, 0.904, 0.911, 0.923, 0.954], 'F_score': [0.965, 0.955, 0.927, 0.961, 0.931, 0.967, 0.951, 0.955, 0.941, 0.943, 0.941, 0.934, 0.921, 0.939, 0.949], 'Accuracy': [0.95, 0.933, 0.891, 0.941, 0.899, 0.95, 0.924, 0.933, 0.916, 0.916, 0.916, 0.899, 0.882, 0.908, 0.924]}, 'LR': {'AUC': [0.876, 0.885, 0.836, 0.868, 0.831, 0.805, 0.847, 0.846, 0.901, 0.826, 0.846, 0.875, 0.891, 0.852, 0.792], 'False_alarm': [0.226, 0.161, 0.226, 0.161, 0.258, 0.323, 0.226, 0.194, 0.129, 0.29, 0.194, 0.194, 0.161, 0.194, 0.29], 'Recall': [0.977, 0.932, 0.898, 0.898, 0.92, 0.932, 0.92, 0.886, 0.932, 0.943, 0.886, 0.943, 0.943, 0.898, 0.875], 'Precision': [0.925, 0.943, 0.919, 0.94, 0.91, 0.891, 0.92, 0.929, 0.953, 0.902, 0.929, 0.933, 0.943, 0.929, 0.895], 'F_score': [0.95, 0.937, 0.908, 0.919, 0.915, 0.911, 0.92, 0.907, 0.943, 0.922, 0.907, 0.938, 0.943, 0.913, 0.885], 'Accuracy': [0.924, 0.908, 0.866, 0.882, 0.874, 0.866, 0.882, 0.866, 0.916, 0.882, 0.866, 0.908, 0.916, 0.874, 0.832]}, 'DT': {'AUC': [0.96, 0.907, 0.879, 0.843, 0.863, 0.848, 0.935, 0.918, 0.88, 0.901, 0.853, 0.912, 0.859, 0.858, 0.907], 'False_alarm': [0.0, 0.129, 0.129, 0.258, 0.161, 0.258, 0.097, 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0.746, 0.696, 0.792, 0.689, 0.714, 0.655, 0.58, 0.658, 0.786, 0.746, 0.671], 'False_alarm': [0.102, 0.153, 0.166, 0.096, 0.07, 0.108, 0.166, 0.185, 0.134, 0.127, 0.153, 0.121, 0.115, 0.134, 0.096], 'Recall': [0.563, 0.563, 0.625, 0.5, 0.563, 0.5, 0.75, 0.563, 0.563, 0.438, 0.313, 0.438, 0.688, 0.625, 0.438], 'Precision': [0.36, 0.273, 0.278, 0.348, 0.45, 0.32, 0.316, 0.237, 0.3, 0.259, 0.172, 0.269, 0.379, 0.323, 0.318], 'F_score': [0.439, 0.367, 0.385, 0.41, 0.5, 0.39, 0.444, 0.333, 0.391, 0.326, 0.222, 0.333, 0.489, 0.426, 0.368], 'Accuracy': [0.867, 0.821, 0.815, 0.867, 0.896, 0.855, 0.827, 0.792, 0.838, 0.832, 0.798, 0.838, 0.867, 0.844, 0.861]}, 'RF': {'AUC': [0.714, 0.624, 0.646, 0.843, 0.674, 0.649, 0.621, 0.689, 0.733, 0.78, 0.64, 0.762, 0.714, 0.652, 0.658], 'False_alarm': [0.134, 0.127, 0.083, 0.127, 0.089, 0.14, 0.07, 0.121, 0.159, 0.127, 0.096, 0.102, 0.134, 0.07, 0.121], 'Recall': [0.563, 0.375, 0.375, 0.813, 0.438, 0.438, 0.313, 0.5, 0.625, 0.688, 0.375, 0.625, 0.563, 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0.667, 0.722, 0.722, 1.0, 0.778, 0.889, 0.944, 0.889, 0.889, 0.944, 0.778, 0.833], 'Precision': [0.5, 0.45, 0.424, 0.632, 0.65, 0.448, 0.4, 0.483, 0.457, 0.515, 0.421, 0.421, 0.459, 0.412, 0.429], 'F_score': [0.64, 0.621, 0.549, 0.649, 0.684, 0.553, 0.571, 0.596, 0.604, 0.667, 0.571, 0.571, 0.618, 0.538, 0.566], 'Accuracy': [0.654, 0.577, 0.558, 0.75, 0.769, 0.596, 0.481, 0.635, 0.596, 0.673, 0.538, 0.538, 0.596, 0.538, 0.558]}, 'NB': {'AUC': [0.621, 0.717, 0.686, 0.814, 0.703, 0.716, 0.732, 0.658, 0.587, 0.842, 0.771, 0.673, 0.658, 0.662, 0.66], 'False_alarm': [0.147, 0.176, 0.294, 0.206, 0.206, 0.235, 0.147, 0.294, 0.382, 0.206, 0.235, 0.265, 0.294, 0.176, 0.235], 'Recall': [0.389, 0.611, 0.667, 0.833, 0.611, 0.667, 0.611, 0.611, 0.556, 0.889, 0.778, 0.611, 0.611, 0.5, 0.556], 'Precision': [0.583, 0.647, 0.545, 0.682, 0.611, 0.6, 0.688, 0.524, 0.435, 0.696, 0.636, 0.55, 0.524, 0.6, 0.556], 'F_score': [0.467, 0.629, 0.6, 0.75, 0.611, 0.632, 0.647, 0.564, 0.488, 0.78, 0.7, 0.579, 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0.625, 0.602, 0.659, 0.648, 0.489, 0.568, 0.523, 0.625], 'Precision': [0.964, 0.92, 0.931, 0.981, 0.943, 0.96, 0.96, 0.982, 0.964, 0.935, 0.919, 0.956, 0.926, 1.0, 0.917], 'F_score': [0.75, 0.667, 0.74, 0.738, 0.709, 0.696, 0.696, 0.764, 0.741, 0.773, 0.76, 0.647, 0.704, 0.687, 0.743], 'Accuracy': [0.697, 0.613, 0.681, 0.689, 0.655, 0.647, 0.647, 0.714, 0.689, 0.714, 0.697, 0.605, 0.647, 0.647, 0.681]}, 'RF': {'AUC': [0.945, 0.897, 0.918, 0.855, 0.885, 0.919, 0.908, 0.929, 0.863, 0.891, 0.922, 0.838, 0.848, 0.876, 0.885], 'False_alarm': [0.065, 0.161, 0.097, 0.29, 0.161, 0.161, 0.161, 0.097, 0.161, 0.161, 0.065, 0.29, 0.258, 0.226, 0.161], 'Recall': [0.955, 0.955, 0.932, 1.0, 0.932, 1.0, 0.977, 0.955, 0.886, 0.943, 0.909, 0.966, 0.955, 0.977, 0.932], 'Precision': [0.977, 0.944, 0.965, 0.907, 0.943, 0.946, 0.945, 0.966, 0.94, 0.943, 0.976, 0.904, 0.913, 0.925, 0.943], 'F_score': [0.966, 0.949, 0.948, 0.951, 0.937, 0.972, 0.961, 0.96, 0.912, 0.943, 0.941, 0.934, 0.933, 0.95, 0.937], 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0.397, 0.254, 0.317, 0.302, 0.238, 0.27, 0.286], 'Recall': [0.625, 0.5, 1.0, 0.625, 0.5, 0.75, 0.5, 0.125, 0.5, 0.75, 0.5, 0.5, 0.75, 0.625, 0.625], 'Precision': [0.192, 0.19, 0.308, 0.333, 0.174, 0.261, 0.2, 0.071, 0.138, 0.273, 0.167, 0.174, 0.286, 0.227, 0.217], 'F_score': [0.294, 0.276, 0.471, 0.435, 0.258, 0.387, 0.286, 0.091, 0.216, 0.4, 0.25, 0.258, 0.414, 0.333, 0.323], 'Accuracy': [0.662, 0.704, 0.746, 0.817, 0.676, 0.732, 0.718, 0.718, 0.592, 0.746, 0.662, 0.676, 0.761, 0.718, 0.704]}}, 'jedit': {'KNN': {'AUC': [0.605, 0.756, 0.387, 0.502, 0.632, 0.538, 0.741, 0.851, 0.507, 0.679, 0.756, 0.605, 0.741, 0.887, 0.553], 'False_alarm': [0.124, 0.155, 0.0, 0.33, 0.402, 0.258, 0.186, 0.299, 0.32, 0.309, 0.155, 0.124, 0.186, 0.227, 0.227], 'Recall': [0.333, 0.667, 0.0, 0.333, 0.667, 0.333, 0.667, 1.0, 0.333, 0.667, 0.667, 0.333, 0.667, 1.0, 0.333], 'Precision': [0.077, 0.118, 0.0, 0.03, 0.049, 0.038, 0.1, 0.094, 0.031, 0.063, 0.118, 0.077, 0.1, 0.12, 0.043], 'F_score': [0.125, 0.2, 0.0, 0.056, 0.091, 0.069, 0.174, 0.171, 0.057, 0.114, 0.2, 0.125, 0.174, 0.214, 0.077], 'Accuracy': [0.86, 0.84, 0.0, 0.66, 0.6, 0.73, 0.81, 0.71, 0.67, 0.69, 0.84, 0.86, 0.81, 0.78, 0.76]}, 'SVM': {'AUC': [0.579, 0.574, 0.72, 0.689, 0.371, 0.464, 0.715, 0.725, 0.397, 0.538, 0.522, 0.71, 0.459, 0.658, 0.71], 'False_alarm': [0.175, 0.186, 0.227, 0.289, 0.0, 0.0, 0.237, 0.216, 0.0, 0.258, 0.289, 0.247, 0.0, 0.351, 0.247], 'Recall': [0.333, 0.333, 0.667, 0.667, 0.0, 0.0, 0.667, 0.667, 0.0, 0.333, 0.333, 0.667, 0.0, 0.667, 0.667], 'Precision': [0.056, 0.053, 0.083, 0.067, 0.0, 0.0, 0.08, 0.087, 0.0, 0.038, 0.034, 0.077, 0.0, 0.056, 0.077], 'F_score': [0.095, 0.091, 0.148, 0.121, 0.0, 0.0, 0.143, 0.154, 0.0, 0.069, 0.063, 0.138, 0.0, 0.103, 0.138], 'Accuracy': [0.81, 0.8, 0.77, 0.71, 0.0, 0.0, 0.76, 0.78, 0.0, 0.73, 0.7, 0.75, 0.0, 0.65, 0.75]}, 'NB': {'AUC': [0.448, 0.615, 0.625, 0.584, 0.469, 0.773, 0.574, 0.73, 0.631, 0.643, 0.522, 0.448, 0.631, 0.766, 0.631], 'False_alarm': [0.0, 0.103, 0.082, 0.165, 0.0, 0.454, 0.186, 0.206, 0.072, 0.381, 0.289, 0.0, 0.072, 0.134, 0.072], 'Recall': [0.0, 0.333, 0.333, 0.333, 0.0, 1.0, 0.333, 0.667, 0.333, 0.667, 0.333, 0.0, 0.333, 0.667, 0.333], 'Precision': [0.0, 0.091, 0.111, 0.059, 0.0, 0.064, 0.053, 0.091, 0.125, 0.051, 0.034, 0.0, 0.125, 0.133, 0.125], 'F_score': [0.0, 0.143, 0.167, 0.1, 0.0, 0.12, 0.091, 0.16, 0.182, 0.095, 0.063, 0.0, 0.182, 0.222, 0.182], 'Accuracy': [0.0, 0.88, 0.9, 0.82, 0.0, 0.56, 0.8, 0.79, 0.91, 0.62, 0.7, 0.0, 0.91, 0.86, 0.91]}, 'RF': {'AUC': [0.631, 0.469, 0.797, 0.802, 0.918, 0.954, 0.918, 0.802, 0.625, 0.479, 0.787, 0.782, 0.625, 0.625, 0.474], 'False_alarm': [0.072, 0.0, 0.072, 0.062, 0.165, 0.093, 0.165, 0.062, 0.082, 0.0, 0.093, 0.103, 0.082, 0.082, 0.0], 'Recall': [0.333, 0.0, 0.667, 0.667, 1.0, 1.0, 1.0, 0.667, 0.333, 0.0, 0.667, 0.667, 0.333, 0.333, 0.0], 'Precision': [0.125, 0.0, 0.222, 0.25, 0.158, 0.25, 0.158, 0.25, 0.111, 0.0, 0.182, 0.167, 0.111, 0.111, 0.0], 'F_score': [0.182, 0.0, 0.333, 0.364, 0.273, 0.4, 0.273, 0.364, 0.167, 0.0, 0.286, 0.267, 0.167, 0.167, 0.0], 'Accuracy': [0.91, 0.0, 0.92, 0.93, 0.84, 0.91, 0.84, 0.93, 0.9, 0.0, 0.9, 0.89, 0.9, 0.9, 0.0]}, 'LR': {'AUC': [0.684, 0.553, 0.689, 0.715, 0.861, 0.402, 0.574, 0.589, 0.6, 0.699, 0.433, 0.881, 0.756, 0.668, 0.371], 'False_alarm': [0.299, 0.227, 0.289, 0.237, 0.278, 0.0, 0.186, 0.155, 0.134, 0.268, 0.0, 0.237, 0.155, 0.33, 0.0], 'Recall': [0.667, 0.333, 0.667, 0.667, 1.0, 0.0, 0.333, 0.333, 0.333, 0.667, 0.0, 1.0, 0.667, 0.667, 0.0], 'Precision': [0.065, 0.043, 0.067, 0.08, 0.1, 0.0, 0.053, 0.063, 0.071, 0.071, 0.0, 0.115, 0.118, 0.059, 0.0], 'F_score': [0.118, 0.077, 0.121, 0.143, 0.182, 0.0, 0.091, 0.105, 0.118, 0.129, 0.0, 0.207, 0.2, 0.108, 0.0], 'Accuracy': [0.7, 0.76, 0.71, 0.76, 0.73, 0.0, 0.8, 0.83, 0.85, 0.73, 0.0, 0.77, 0.84, 0.67, 0.0]}, 'DT': {'AUC': [0.636, 0.464, 0.589, 0.777, 0.735, 0.397, 0.443, 0.725, 0.751, 0.574, 0.787, 0.751, 0.72, 0.61, 0.851], 'False_alarm': [0.062, 0.0, 0.155, 0.113, 0.196, 0.0, 0.0, 0.216, 0.165, 0.186, 0.093, 0.165, 0.227, 0.113, 0.299], 'Recall': [0.333, 0.0, 0.333, 0.667, 0.667, 0.0, 0.0, 0.667, 0.667, 0.333, 0.667, 0.667, 0.667, 0.333, 1.0], 'Precision': [0.143, 0.0, 0.063, 0.154, 0.095, 0.0, 0.0, 0.087, 0.111, 0.053, 0.182, 0.111, 0.083, 0.083, 0.094], 'F_score': [0.2, 0.0, 0.105, 0.25, 0.167, 0.0, 0.0, 0.154, 0.19, 0.091, 0.286, 0.19, 0.148, 0.133, 0.171], 'Accuracy': [0.92, 0.0, 0.83, 0.88, 0.8, 0.0, 0.0, 0.78, 0.83, 0.8, 0.9, 0.83, 0.77, 0.87, 0.71]}}}
measures = ["Recall", "Precision", "Accuracy", "F_score", "False_alarm", "AUC"]
fileB2 = ['(34) velocity', '(33) synapse', '(22) ant',\
'(15) redaktor', '(11) arc', '(11) ivy', '(10) prop', '(9) tomcat', '(4) camel', '(2) jedit']
if __name__ == '__main__':
fileB=[]
fileB1 = ['velocity', 'synapse', 'ant', 'redaktor', 'arc', 'ivy','tomcat', 'camel','jedit']
F_final1 = {}
current_dic1 = {}
para_dict1 = {}
time1 = {}
path = '/Users/amrit/GITHUB/Smote_tune/fault_prediction/dump/recall/'
for root, dirs, files in os.walk(path, topdown=False):
for name in files:
a = os.path.join(root, name)
with open(a, 'rb') as handle:
F_final = pickle.load(handle)
#print(F_final)
F_final1 = dict(F_final1.items() + F_final.items())
temp={}
for i in F_final1.keys():
#temp[i]={}
a=0
x = []
for j in F_final1[i].keys():
for y in F_final1[i][j][1]:
x.append(y[0])
temp[i] = zip(*x)
# a += F_final1[i][j][2]
# temp[i]=a/4
print(temp)
## to merge final
'''temp={}
for f in fileB1:
temp[f]={}
for l in Accuracy[f].keys():
temp[f][l]={}
for m in measures:
if m == "Recall":
temp[f][l][m]=Recall[f][l][m]
elif m == "Precision":
temp[f][l][m]=Precision[f][l][m]
elif m == "AUC":
temp[f][l][m]=AUC[f][l][m]
elif m == "F_score":
temp[f][l][m]=F_score[f][l][m]
elif m == "Accuracy":
temp[f][l][m]=Accuracy[f][l][m]
elif m == "False_alarm":
temp[f][l][m]=False_alarm[f][l][m]
print(temp)'''