From 31db35d552b715664a133eb8df42191b658b655d Mon Sep 17 00:00:00 2001 From: Lucia Prieto Date: Thu, 21 Sep 2023 07:23:34 +0000 Subject: [PATCH] Delete models_summary.html --- results/models_summary.html | 2 -- 1 file changed, 2 deletions(-) delete mode 100644 results/models_summary.html diff --git a/results/models_summary.html b/results/models_summary.html deleted file mode 100644 index d91ec31..0000000 --- a/results/models_summary.html +++ /dev/null @@ -1,2 +0,0 @@ - -
ABEFIJKLMNOPQR
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No ClusterCluster
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No filteringPrecision0,81130,8248
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F10,24200,6040
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Recall0,14240,4766
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ModelSupport Vector ClassificationSupport Vector Classification
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FilteringPrecision0,82420,7996
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F10,64770,6391
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Recall0,53360,5557
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ModelSupport Vector ClassificationMulti-layer perceptron
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Without filteringWith filtering
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DropoutDropoutAverage no filteringUncertainityAverage filteringUncertainity
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No ClusterClusterNo ClusterCluster
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SVMF10,24200,60400,64770,72930,63980,00680,68110,0106 Best F1 score
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Precision0,81130,82480,82420,79420,83440,00660,82990,00542nd and 3rd best
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Recall0,14240,47660,53360,67570,58600,00760,61680,0176
Questionalble results
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Negative-recall0,88410,64620,60270,38800,64300,01450,59130,0233
Negative-recall < 10%
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NNF10,55670,64280,64590,63910,70990,06540,70070,0497
Negative-recall < 30%
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Precision0,79340,81920,82210,79960,81580,00790,82230,0095
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Recall0,53210,53270,53380,55570,67390,08880,64000,0697
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Negative-recall0,48920,58710,59640,50160,49550,09860,53720,0700
Ranking without filtering for F1-score
Ranking with filtering for F1-score
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LRF10,37390,65300,67100,71210,66050,01060,69270,0067Boost1. RF
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Precision0,79720,81840,82040,79710,84750,00500,83710,0052
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Recall0,24510,54330,56770,64360,56770,01090,60920,0093RF2. Bag
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Negative-recall0,78290,57890,56630,42820,69130,01370,61590,0149
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BagF10,37150,84680,84930,71200,73740,01000,75170,0074Bag3. Boost
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Precision0,79900,78420,78350,79460,80280,00480,80980,0042
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Recall0,24350,92020,92710,64510,75300,00990,74350,01191. SVM4. SVM
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Negative-recall0,78490,11590,10580,41740,39090,01760,40990,0155
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RFF10,37880,87010,86980,72130,74500,00800,76050,00712. NN5. Tree
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Precision0,79810,78040,78140,79290,79650,00350,80490,0043
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Recall0,24900,98320,98090,66180,77680,00800,76690,01133. Tree6. LR
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Negative-recall0,78040,03420,04190,39630,34160,01030,36940,0164
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BoostF10,28350,86750,84210,68570,72210,01010,74130,02394. LR7. NN
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Precision0,80530,78100,78860,79380,80630,00460,81210,0050
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Recall0,17310,97570,90340,62050,74930,01040,73870,0336Significant difference
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Negative-recall0,85440,04470,15430,43520,40250,01380,42110,0390
Non-significant difference
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Decision TreeF10,37640,77330,76450,71770,68520,01020,71600,0072
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Precision0,79760,78580,78760,79290,79700,00410,80600,0046
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Recall0,24740,76130,74280,65580,64680,01050,66950,0119
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Negative-recall0,78060,27520,30060,40160,45610,01530,46120,0183
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