{"text_format":"3","workbook":"xls","n_sheets":1,"sheets":["Foglio2"],"not_rendered":{"external_links":1},"read":"whole","date_system":"1900","formulas":"cached_only"}

{"sheet":"Foglio2","index":0,"n_rows":40,"n_cols":13,"rows_kept":40,"merged":[[0,0,0,12],[1,0,1,12]],"flags":["formulas_cached_only"]}
["Additional file 8"]
["Accuracy of  the best performing algorithms tested to build the MuSE classifier"]
[]
["Algorithm","Accuracy",null,"class","TruePositives","FalsePositives","TrueNegatives","FalseNegatives","Recall","Precision","Sensitivity","Specifity","F-measure"]
["LWL",{"v":0.854838709677419,"d":"0.85"},null,"Alive",40,5,13,4,{"v":0.909090909090909,"d":"0.91"},{"v":0.888888888888888,"d":"0.89"},{"v":0.909090909090909,"d":"0.91"},{"v":0.722222222222222,"d":"0.72"},{"v":0.898876404494381,"d":"0.90"}]
[{"$nulls":3},"Dead",13,4,40,5,{"v":0.722222222222222,"d":"0.72"},{"v":0.764705882352941,"d":"0.76"},{"v":0.722222222222222,"d":"0.72"},{"v":0.909090909090909,"d":"0.91"},{"v":0.742857142857142,"d":"0.74"}]
["RandomTree",{"v":0.806451612903225,"d":"0.81"},null,"Alive",38,6,12,6,{"v":0.863636363636363,"d":"0.86"},{"v":0.863636363636363,"d":"0.86"},{"v":0.863636363636363,"d":"0.86"},{"v":0.666666666666666,"d":"0.67"},{"v":0.863636363636363,"d":"0.86"}]
[{"$nulls":3},"Dead",12,6,38,6,{"v":0.666666666666666,"d":"0.67"},{"v":0.666666666666666,"d":"0.67"},{"v":0.666666666666666,"d":"0.67"},{"v":0.863636363636363,"d":"0.86"},{"v":0.666666666666666,"d":"0.67"}]
["Bagging",{"v":0.919354838709677,"d":"0.92"},null,"Alive",42,3,15,2,{"v":0.954545454545454,"d":"0.95"},{"v":0.933333333333333,"d":"0.93"},{"v":0.954545454545454,"d":"0.95"},{"v":0.833333333333333,"d":"0.83"},{"v":0.943820224719101,"d":"0.94"}]
[{"$nulls":3},"Dead",15,2,42,3,{"v":0.833333333333333,"d":"0.83"},{"v":0.88235294117647,"d":"0.88"},{"v":0.833333333333333,"d":"0.83"},{"v":0.954545454545454,"d":"0.95"},{"v":0.857142857142857,"d":"0.86"}]
["BayesNet",{"v":0.887096774193548,"d":"0.89"},null,"Alive",39,2,16,5,{"v":0.886363636363636,"d":"0.89"},{"v":0.951219512195121,"d":"0.95"},{"v":0.886363636363636,"d":"0.89"},{"v":0.888888888888888,"d":"0.89"},{"v":0.917647058823529,"d":"0.92"}]
[{"$nulls":3},"Dead",16,5,39,2,{"v":0.888888888888888,"d":"0.89"},{"v":0.761904761904761,"d":"0.76"},{"v":0.888888888888888,"d":"0.89"},{"v":0.886363636363636,"d":"0.89"},{"v":0.82051282051282,"d":"0.82"}]
["ClassificationViaRegression",{"v":0.903225806451612,"d":"0.90"},null,"Alive",40,2,16,4,{"v":0.909090909090909,"d":"0.91"},{"v":0.952380952380952,"d":"0.95"},{"v":0.909090909090909,"d":"0.91"},{"v":0.888888888888888,"d":"0.89"},{"v":0.930232558139534,"d":"0.93"}]
[{"$nulls":3},"Dead",16,4,40,2,{"v":0.888888888888888,"d":"0.89"},{"v":0.8,"d":"0.80"},{"v":0.888888888888888,"d":"0.89"},{"v":0.909090909090909,"d":"0.91"},{"v":0.842105263157894,"d":"0.84"}]
["IB1",{"v":0.887096774193548,"d":"0.89"},null,"Alive",41,4,14,3,{"v":0.931818181818181,"d":"0.93"},{"v":0.911111111111111,"d":"0.91"},{"v":0.931818181818181,"d":"0.93"},{"v":0.777777777777777,"d":"0.78"},{"v":0.921348314606741,"d":"0.92"}]
[{"$nulls":3},"Dead",14,3,41,4,{"v":0.777777777777777,"d":"0.78"},{"v":0.823529411764705,"d":"0.82"},{"v":0.777777777777777,"d":"0.78"},{"v":0.931818181818181,"d":"0.93"},{"v":0.799999999999999,"d":"0.80"}]
["IBk",{"v":0.887096774193548,"d":"0.89"},null,"Alive",42,5,13,2,{"v":0.954545454545454,"d":"0.95"},{"v":0.893617021276595,"d":"0.89"},{"v":0.954545454545454,"d":"0.95"},{"v":0.722222222222222,"d":"0.72"},{"v":0.923076923076923,"d":"0.92"}]
[{"$nulls":3},"Dead",13,2,42,5,{"v":0.722222222222222,"d":"0.72"},{"v":0.866666666666666,"d":"0.87"},{"v":0.722222222222222,"d":"0.72"},{"v":0.954545454545454,"d":"0.95"},{"v":0.787878787878787,"d":"0.79"}]
["J48",{"v":0.838709677419354,"d":"0.84"},null,"Alive",39,5,13,5,{"v":0.886363636363636,"d":"0.89"},{"v":0.886363636363636,"d":"0.89"},{"v":0.886363636363636,"d":"0.89"},{"v":0.722222222222222,"d":"0.72"},{"v":0.886363636363636,"d":"0.89"}]
[{"$nulls":3},"Dead",13,5,39,5,{"v":0.722222222222222,"d":"0.72"},{"v":0.722222222222222,"d":"0.72"},{"v":0.722222222222222,"d":"0.72"},{"v":0.886363636363636,"d":"0.89"},{"v":0.722222222222222,"d":"0.72"}]
["KStar",{"v":0.919354838709677,"d":"0.92"},null,"Alive",42,3,15,2,{"v":0.954545454545454,"d":"0.95"},{"v":0.933333333333333,"d":"0.93"},{"v":0.954545454545454,"d":"0.95"},{"v":0.833333333333333,"d":"0.83"},{"v":0.943820224719101,"d":"0.94"}]
[{"$nulls":3},"Dead",15,2,42,3,{"v":0.833333333333333,"d":"0.83"},{"v":0.88235294117647,"d":"0.88"},{"v":0.833333333333333,"d":"0.83"},{"v":0.954545454545454,"d":"0.95"},{"v":0.857142857142857,"d":"0.86"}]
["Logistic",{"v":0.82258064516129,"d":"0.82"},null,"Alive",37,4,14,7,{"v":0.84090909090909,"d":"0.84"},{"v":0.902439024390243,"d":"0.90"},{"v":0.84090909090909,"d":"0.84"},{"v":0.777777777777777,"d":"0.78"},{"v":0.870588235294117,"d":"0.87"}]
[{"$nulls":3},"Dead",14,7,37,4,{"v":0.777777777777777,"d":"0.78"},{"v":0.666666666666666,"d":"0.67"},{"v":0.777777777777777,"d":"0.78"},{"v":0.84090909090909,"d":"0.84"},{"v":0.717948717948718,"d":"0.72"}]
["MultiLayerPerceptron",{"v":0.838709677419354,"d":"0.84"},null,"Alive",38,4,14,6,{"v":0.863636363636363,"d":"0.86"},{"v":0.904761904761904,"d":"0.90"},{"v":0.863636363636363,"d":"0.86"},{"v":0.777777777777777,"d":"0.78"},{"v":0.883720930232558,"d":"0.88"}]
[{"$nulls":3},"Dead",14,6,38,4,{"v":0.777777777777777,"d":"0.78"},{"v":0.7,"d":"0.70"},{"v":0.777777777777777,"d":"0.78"},{"v":0.863636363636363,"d":"0.86"},{"v":0.736842105263157,"d":"0.74"}]
["NaiveBayes",{"v":0.887096774193548,"d":"0.89"},null,"Alive",39,2,16,5,{"v":0.886363636363636,"d":"0.89"},{"v":0.951219512195121,"d":"0.95"},{"v":0.886363636363636,"d":"0.89"},{"v":0.888888888888888,"d":"0.89"},{"v":0.917647058823529,"d":"0.92"}]
[{"$nulls":3},"Dead",16,5,39,2,{"v":0.888888888888888,"d":"0.89"},{"v":0.761904761904761,"d":"0.76"},{"v":0.888888888888888,"d":"0.89"},{"v":0.886363636363636,"d":"0.89"},{"v":0.82051282051282,"d":"0.82"}]
["NB_Tree",{"v":0.887096774193548,"d":"0.89"},null,"Alive",39,2,16,5,{"v":0.886363636363636,"d":"0.89"},{"v":0.951219512195121,"d":"0.95"},{"v":0.886363636363636,"d":"0.89"},{"v":0.888888888888888,"d":"0.89"},{"v":0.917647058823529,"d":"0.92"}]
[{"$nulls":3},"Dead",16,5,39,2,{"v":0.888888888888888,"d":"0.89"},{"v":0.761904761904761,"d":"0.76"},{"v":0.888888888888888,"d":"0.89"},{"v":0.886363636363636,"d":"0.89"},{"v":0.82051282051282,"d":"0.82"}]
["RandomForest",{"v":0.887096774193548,"d":"0.89"},null,"Alive",41,4,14,3,{"v":0.931818181818181,"d":"0.93"},{"v":0.911111111111111,"d":"0.91"},{"v":0.931818181818181,"d":"0.93"},{"v":0.777777777777777,"d":"0.78"},{"v":0.921348314606741,"d":"0.92"}]
[{"$nulls":3},"Dead",14,3,41,4,{"v":0.777777777777777,"d":"0.78"},{"v":0.823529411764705,"d":"0.82"},{"v":0.777777777777777,"d":"0.78"},{"v":0.931818181818181,"d":"0.93"},{"v":0.799999999999999,"d":"0.80"}]
["SimpleLogistic",{"v":0.887096774193548,"d":"0.89"},null,"Alive",39,2,16,5,{"v":0.886363636363636,"d":"0.89"},{"v":0.951219512195121,"d":"0.95"},{"v":0.886363636363636,"d":"0.89"},{"v":0.888888888888888,"d":"0.89"},{"v":0.917647058823529,"d":"0.92"}]
[{"$nulls":3},"Dead",16,5,39,2,{"v":0.888888888888888,"d":"0.89"},{"v":0.761904761904761,"d":"0.76"},{"v":0.888888888888888,"d":"0.89"},{"v":0.886363636363636,"d":"0.89"},{"v":0.82051282051282,"d":"0.82"}]
["VotedPerceptron",{"v":0.838709677419354,"d":"0.84"},null,"Alive",35,1,17,9,{"v":0.795454545454545,"d":"0.80"},{"v":0.972222222222222,"d":"0.97"},{"v":0.795454545454545,"d":"0.80"},{"v":0.944444444444444,"d":"0.94"},{"v":0.875,"d":"0.88"}]
[{"$nulls":3},"Dead",17,9,35,1,{"v":0.944444444444444,"d":"0.94"},{"v":0.653846153846153,"d":"0.65"},{"v":0.944444444444444,"d":"0.94"},{"v":0.795454545454545,"d":"0.80"},{"v":0.772727272727272,"d":"0.77"}]
["ZeroR",{"v":0.709677419354838,"d":"0.71"},null,"Alive",44,18,0,0,{"v":1,"d":"1.00"},{"v":0.709677419354838,"d":"0.71"},{"v":1,"d":"1.00"},{"v":0,"d":"0.00"},{"v":0.830188679245283,"d":"0.83"}]
[{"$nulls":3},"Dead",0,0,44,18,{"v":0,"d":"0.00"},null,{"v":0,"d":"0.00"},{"v":1,"d":"1.00"}]
["DecisonTable",{"v":0.9355,"d":"0.94"},null,"Alive",43,3,15,1,{"v":0.977272727,"d":"0.98"},{"v":0.934782609,"d":"0.93"},{"v":0.977272727,"d":"0.98"},{"v":0.833333333,"d":"0.83"},{"v":0.955555556,"d":"0.96"}]
[{"$nulls":3},"Dead",15,1,43,3,{"v":0.833333333,"d":"0.83"},{"v":0.9375,"d":"0.94"},{"v":0.833333333,"d":"0.83"},{"v":0.977272727,"d":"0.98"},{"v":0.882352941,"d":"0.88"}]