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{"sheet":"Models summary results","index":0,"n_rows":42,"n_cols":20,"rows_kept":42,"cut":false,"hidden":false,"merged":[[11,7,11,10],[12,3,12,4],[12,5,12,6],[12,7,12,8],[12,9,12,10],[26,1,29,1],[30,1,33,1],[34,1,37,1],[38,1,41,1],[11,3,11,6],[14,1,17,1],[18,1,21,1],[22,1,25,1],[12,11,13,11],[12,12,13,12],[12,13,13,13],[12,14,13,14],[1,16,1,19],[2,16,2,17],[3,16,6,16],[7,16,10,16]]}
[]
[{"$nulls":16},"SUMMARY BEST DATASET/MODEL"]
[{"$nulls":18},"No Cluster","Cluster"]
[{"$nulls":16},"No filtering","Precision",0.81130000000000002,0.82479999999999998]
[{"$nulls":17},"F1",0.24199999999999999,0.60399999999999998]
[{"$nulls":17},"Recall",0.1424,0.47660000000000002]
[{"$nulls":17},"Model","Support Vector Classification","Support Vector Classification"]
[{"$nulls":16},"Filtering","Precision",0.82420000000000004,0.79959999999999998]
[{"$nulls":17},"F1",0.64770000000000005,0.6391]
[{"$nulls":17},"Recall",0.53359999999999996,0.55569999999999997]
[{"$nulls":17},"Model","Support Vector Classification","Multi-layer perceptron"]
[null,null,null,"Without filtering",null,null,null,"With filtering"]
[null,null,null,"Relapse",null,"Dropout",null,"Relapse",null,"Dropout",null,"Average no filtering","Uncertainity","Average filtering","Uncertainity",null,null,"Best F1 score"]
[null,null,null,"No cluster","Cluster","No Cluster","Cluster","No cluster","Cluster","No Cluster","Cluster",{"$nulls":6},"2nd and 3rd best"]
[null,"SVM","F1",0.85440000000000005,0.85870000000000002,0.24199999999999999,0.60399999999999998,0.72430000000000005,0.78820000000000001,0.64770000000000005,0.72929999999999995,0.63980000000000004,6.7999999999999996E-3,0.68110000000000004,1.06E-2,null,null,"Questionalble results"]
[null,null,"Precision",0.85519999999999996,0.84640000000000004,0.81130000000000002,0.82479999999999998,0.85699999999999998,0.82640000000000002,0.82420000000000004,0.79420000000000002,0.83440000000000003,6.6E-3,0.82989999999999997,5.4000000000000003E-3,null,null,"Negative-recall < 10%"]
[null,null,"Recall",0.8538,0.87139999999999995,0.1424,0.47660000000000002,0.62749999999999995,0.75349999999999995,0.53359999999999996,0.67569999999999997,0.58599999999999997,7.6E-3,0.61680000000000001,1.7600000000000001E-2,null,null,"Negative-recall < 30%"]
[null,null,"Negative-recall",0.54220000000000002,0.4995,0.8841,0.6462,0.66859999999999997,0.49890000000000001,0.60270000000000001,0.38800000000000001,0.64300000000000002,1.4500000000000001E-2,0.59130000000000005,2.3300000000000001E-2]
[null,"NN","F1",0.82410000000000005,0.81599999999999995,0.55669999999999997,0.64280000000000004,0.73119999999999996,0.75,0.64590000000000003,0.6391,0.70989999999999998,6.54E-2,0.70069999999999999,4.9700000000000001E-2]
[null,null,"Precision",0.82589999999999997,0.82469999999999999,0.79339999999999999,0.81920000000000004,0.85629999999999995,0.83730000000000004,0.82210000000000005,0.79959999999999998,0.81579999999999997,7.9000000000000008E-3,0.82230000000000003,9.4999999999999998E-3,null,"Ranking without filtering for F1-score",null,"Ranking with filtering for F1-score"]
[null,null,"Recall",0.82330000000000003,0.80759999999999998,0.53210000000000002,0.53269999999999995,0.63849999999999996,0.69599999999999995,0.53380000000000005,0.55569999999999997,0.67390000000000005,8.8800000000000004E-2,0.64,6.9699999999999998E-2,null,"Boost",null,"1. RF"]
[null,null,"Negative-recall",0.44929999999999998,0.45650000000000002,0.48920000000000002,0.58709999999999996,0.66059999999999997,0.55689999999999995,0.59640000000000004,0.50160000000000005,0.4955,9.8599999999999993E-2,0.53720000000000001,7.0000000000000007E-2]
[null,"LR","F1",0.80900000000000005,0.80620000000000003,0.37390000000000001,0.65300000000000002,0.71150000000000002,0.80479999999999996,0.67100000000000004,0.71209999999999996,0.66049999999999998,1.06E-2,0.69269999999999998,6.7000000000000002E-3,null,"RF",null,"2. Bag"]
[null,null,"Precision",0.88900000000000001,0.88539999999999996,0.79720000000000002,0.81840000000000002,0.86709999999999998,0.82220000000000004,0.82040000000000002,0.79710000000000003,0.84750000000000003,5.0000000000000001E-3,0.83709999999999996,5.1999999999999998E-3]
[null,null,"Recall",0.74219999999999997,0.74,0.24510000000000001,0.54330000000000001,0.60340000000000005,0.78820000000000001,0.56769999999999998,0.64359999999999995,0.56769999999999998,1.09E-2,0.60919999999999996,9.2999999999999992E-3,null,"Bag",null,"3. Boost"]
[null,null,"Negative-recall",0.70660000000000001,0.69679999999999997,0.78290000000000004,0.57889999999999997,0.70699999999999996,0.4607,0.56630000000000003,0.42820000000000003,0.69130000000000003,1.37E-2,0.6159,1.49E-2]
[null,"Bag","F1",0.86480000000000001,0.86629999999999996,0.3715,0.8468,0.7157,0.78720000000000001,0.84930000000000005,0.71199999999999997,0.73740000000000006,0.01,0.75170000000000003,7.4000000000000003E-3,null,"1. SVM",null,"4. SVM"]
[null,null,"Precision",0.81469999999999998,0.81320000000000003,0.79900000000000004,0.78420000000000001,0.86199999999999999,0.82689999999999997,0.78349999999999997,0.79459999999999997,0.80279999999999996,4.7999999999999996E-3,0.80979999999999996,4.1999999999999997E-3]
[null,null,"Recall",0.92159999999999997,0.92689999999999995,0.24349999999999999,0.92020000000000002,0.61209999999999998,0.75129999999999997,0.92710000000000004,0.64510000000000001,0.753,9.9000000000000008E-3,0.74350000000000005,1.1900000000000001E-2,null,"2. NN",null,"5. Tree"]
[null,null,"Negative-recall",0.33650000000000002,0.32619999999999999,0.78490000000000004,0.1159,0.68969999999999998,0.50249999999999995,0.10580000000000001,0.41739999999999999,0.39090000000000003,1.7600000000000001E-2,0.40989999999999999,1.55E-2]
[null,"RF","F1",0.86619999999999997,0.8649,0.37880000000000003,0.87009999999999998,0.72399999999999998,0.78890000000000005,0.86980000000000002,0.72130000000000005,0.745,8.0000000000000002E-3,0.76049999999999995,7.1000000000000004E-3,null,"3. Tree",null,"6. LR"]
[null,null,"Precision",0.80369999999999997,0.80400000000000005,0.79810000000000003,0.78039999999999998,0.85350000000000004,0.82509999999999994,0.78139999999999998,0.79290000000000005,0.79649999999999999,3.5000000000000001E-3,0.80489999999999995,4.3E-3]
[null,null,"Recall",0.93930000000000002,0.93589999999999995,0.249,0.98319999999999996,0.62890000000000001,0.75609999999999999,0.98089999999999999,0.66180000000000005,0.77680000000000005,8.0000000000000002E-3,0.76690000000000003,1.1299999999999999E-2,null,"4. LR",null,"7. NN"]
[null,null,"Negative-recall",0.27400000000000002,0.27779999999999999,0.78039999999999998,3.4200000000000001E-2,0.65800000000000003,0.4929,4.19E-2,0.39629999999999999,0.34160000000000001,1.03E-2,0.36940000000000001,1.6400000000000001E-2]
[null,"Boost","F1",0.86780000000000002,0.86960000000000004,0.28349999999999997,0.86750000000000005,0.71020000000000005,0.80410000000000004,0.84209999999999996,0.68569999999999998,0.72209999999999996,1.01E-2,0.74129999999999996,2.3900000000000001E-2,null,"Significant difference"]
[null,null,"Precision",0.82089999999999996,0.81799999999999995,0.80530000000000002,0.78100000000000003,0.86699999999999999,0.82210000000000005,0.78859999999999997,0.79379999999999995,0.80630000000000002,4.5999999999999999E-3,0.81210000000000004,5.0000000000000001E-3,null,"Non-significant difference"]
[null,null,"Recall",0.92030000000000001,0.92830000000000001,0.1731,0.97570000000000001,0.60150000000000003,0.78690000000000004,0.90339999999999998,0.62050000000000005,0.74929999999999997,1.04E-2,0.73870000000000002,3.3599999999999998E-2]
[null,null,"Negative-recall",0.36480000000000001,0.3463,0.85440000000000005,4.4699999999999997E-2,0.70789999999999997,0.4612,0.15429999999999999,0.43519999999999998,0.40250000000000002,1.38E-2,0.42109999999999997,3.9E-2]
[null,"Decision Tree","F1",0.79769999999999996,0.79349999999999998,0.37640000000000001,0.77329999999999999,0.72130000000000005,0.7833,0.76449999999999996,0.7177,0.68520000000000003,1.0200000000000001E-2,0.71599999999999997,7.1999999999999998E-3]
[null,null,"Precision",0.80220000000000002,0.80220000000000002,0.79759999999999998,0.78580000000000005,0.85460000000000003,0.82509999999999994,0.78759999999999997,0.79290000000000005,0.79700000000000004,4.1000000000000003E-3,0.80600000000000005,4.5999999999999999E-3]
[null,null,"Recall",0.79339999999999999,0.78510000000000002,0.24740000000000001,0.76129999999999998,0.62429999999999997,0.74570000000000003,0.74280000000000002,0.65580000000000005,0.64680000000000004,1.0500000000000001E-2,0.66949999999999998,1.1900000000000001E-2]
[null,null,"Negative-recall",0.38090000000000002,0.3876,0.78059999999999996,0.2752,0.6633,0.49959999999999999,0.30059999999999998,0.40160000000000001,0.45610000000000001,1.5299999999999999E-2,0.4612,1.83E-2]