Delete runs/Oct10_13-34-41
Browse files- runs/Oct10_13-34-41/class_distribution.png +0 -0
- runs/Oct10_13-34-41/classification_report.txt +0 -21
- runs/Oct10_13-34-41/confidence_histogram.png +0 -0
- runs/Oct10_13-34-41/confusion_matrix.png +0 -0
- runs/Oct10_13-34-41/confusion_matrix_normalized.png +0 -0
- runs/Oct10_13-34-41/events.out.tfevents.1760103281.238b59ca3446.455.0 +0 -3
- runs/Oct10_13-34-41/metrics.csv +0 -7
- runs/Oct10_13-34-41/metrics.json +0 -34
- runs/Oct10_13-34-41/misclassified_counts.json +0 -17
- runs/Oct10_13-34-41/top_misclassified.csv +0 -21
runs/Oct10_13-34-41/class_distribution.png
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runs/Oct10_13-34-41/classification_report.txt
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SAMBODHAN URGENCY CLASSIFIER EVALUATION
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======================================================================
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precision recall f1-score support
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NORMAL 0.9396 0.9022 0.9205 276
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URGENT 0.9282 0.9205 0.9243 365
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HIGHLY URGENT 0.9377 0.9884 0.9624 259
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accuracy 0.9344 900
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macro avg 0.9352 0.9370 0.9358 900
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weighted avg 0.9344 0.9344 0.9341 900
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Confusion Matrix:
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[[249 24 3]
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[ 15 336 14]
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[ 1 2 256]]
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Label Mapping:
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{0: 'NORMAL', 1: 'URGENT', 2: 'HIGHLY URGENT'}
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runs/Oct10_13-34-41/confidence_histogram.png
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runs/Oct10_13-34-41/confusion_matrix.png
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runs/Oct10_13-34-41/confusion_matrix_normalized.png
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runs/Oct10_13-34-41/events.out.tfevents.1760103281.238b59ca3446.455.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:06b6ad65d6a5a48311fa087ed3da2557e754e21cfd49bf0fa105f8e1b389fc7e
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size 91512
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runs/Oct10_13-34-41/metrics.csv
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,precision,recall,f1-score,support
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NORMAL,0.939622641509434,0.9021739130434783,0.9205175600739371,276.0
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URGENT,0.9281767955801105,0.9205479452054794,0.9243466299862448,365.0
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HIGHLY URGENT,0.9377289377289377,0.9884169884169884,0.9624060150375939,259.0
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accuracy,0.9344444444444444,0.9344444444444444,0.9344444444444444,0.9344444444444444
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macro avg,0.935176124939494,0.9370462822219819,0.935756735032592,900.0
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weighted avg,0.9344357492390433,0.9344444444444444,0.9341250271334699,900.0
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runs/Oct10_13-34-41/metrics.json
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{
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"precision":{
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"NORMAL":0.9396226415,
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"URGENT":0.9281767956,
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"HIGHLY URGENT":0.9377289377,
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"accuracy":0.9344444444,
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"macro avg":0.9351761249,
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"weighted avg":0.9344357492
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},
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"recall":{
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"NORMAL":0.902173913,
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"URGENT":0.9205479452,
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"HIGHLY URGENT":0.9884169884,
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"accuracy":0.9344444444,
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"macro avg":0.9370462822,
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"weighted avg":0.9344444444
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},
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"f1-score":{
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"NORMAL":0.9205175601,
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"URGENT":0.92434663,
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"HIGHLY URGENT":0.962406015,
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"accuracy":0.9344444444,
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"macro avg":0.935756735,
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"weighted avg":0.9341250271
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},
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"support":{
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"NORMAL":276.0,
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"URGENT":365.0,
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"HIGHLY URGENT":259.0,
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"accuracy":0.9344444444,
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"macro avg":900.0,
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"weighted avg":900.0
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}
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}
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runs/Oct10_13-34-41/misclassified_counts.json
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{
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"NORMAL": {
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"NORMAL": 249,
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"URGENT": 24,
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"HIGHLY URGENT": 3
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},
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"URGENT": {
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"NORMAL": 15,
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"URGENT": 336,
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"HIGHLY URGENT": 14
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},
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"HIGHLY URGENT": {
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"NORMAL": 1,
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"URGENT": 2,
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"HIGHLY URGENT": 256
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}
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}
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runs/Oct10_13-34-41/top_misclassified.csv
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text,true_label,predicted_label,confidence
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"लुम्बिनी, परासी जिल्ला, रामग्राम नगरपालिका वडा नं १० मा बन्दै गरेको खानेपानी टंकी बर्षौ भैसक्यो सरकार। खाने पानि पिउन कैले पाइएला ?? ढलको पानी कैले सम्म पिउने हामी जनता",NORMAL,HIGHLY URGENT,0.9700741171836853
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"Illegal encroachments are obstructing public spaces and roads, creating traffic congestion.",URGENT,HIGHLY URGENT,0.9536479711532593
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"dear respected government, i bought a recharge card of smart cell but when i scratched few numbers have been unidentified so i call for customer care they said they fix soon but they havent yet..its not just about 50 rupees but they didnt care customer so i want justice भन्ने गुनासो प्राप्त भएको ।",HIGHLY URGENT,URGENT,0.9470290541648865
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dear my phone was lost 1. 5 years back but i didn't get any information on that? can you please trace the same?,NORMAL,URGENT,0.9446157217025757
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पृथ्वी राजमार्ग अन्तरगत पोखरा महानगरपालिका वडा नं.१० र १४ मा पर्ने औद्योगिक क्षेत्र चाउथे र बिजयपुर क्षेत्रको सडकको अवस्था राम्रो भएपनि रिसोलिंङ गर्ने भनेर गुणस्तरीय काम नभएको । उक्त काममा अलकत्रा राखेर बुक्लो गिट्टि राखिएको छ । जुन काम सडक निर्माण मापदण्ड विपरित हो । यसले धुवा धुलो तथा दुर्घटना पनि बढाएको छ । तत्काल सडक मर्मत कार्यमा अनुगमन गरियोस् । सम्बन्धित निकायको ध्यानाकर्षण होस् भन्ने व्यहोराको गुनासो प्राप्त भएको छ ।,URGENT,HIGHLY URGENT,0.9388105869293213
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why nehru placedefcol brtashram all need to go under repairs same time. just restrict alternate routes.,NORMAL,URGENT,0.9359229207038879
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काठमाडौं महानगरपालिका वडा नं १० थापागाउँमा महिनौंदेखि पानी वितरणमा भेदभाव हुने गरेको छ । सोही ठाउँको बुद्ध नगर पट्टीको साइडमा प्रशस्त पानी वितरण गर्ने गरेको त्यहीका स्थानियले वताउने गरेका छन् । यसरी कतै धेरै र कतै हप्तामा १ दिन मात्र त्यो पनि आधा घण्टा मात्र पानी आउने भएकाले समस्या भएको भन्ने गुनासो प्राप्त हुन आएको ।,URGENT,HIGHLY URGENT,0.9303072094917297
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continuous assessmentsscrutinies unjustifiable demands really make i wonder if honesty pays or costs!,NORMAL,URGENT,0.9261934161186218
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slow traffic preet vihar to ito. avoid this route. you can take akshardham route to reach it on cp.,NORMAL,URGENT,0.9181395769119263
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काठमाण्डौ महानगरपालिका वडा नं.६ को वडा कार्यालय नजिकै सडक मर्मत गर्ने कार्य अलपत्र छोडिएकोले यसले भविष्यमा ठुलो दुर्घटना हुन सक्ने भएकोले तत्काल मर्मत गरियोस् भन्ने व्यहोराको गुनासो प्राप्त भएको ।,URGENT,HIGHLY URGENT,0.9158536791801453
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यो कुन जिल्ला अदालत हो ? नाम किन छैन । मैले यो स्क्रिनसट नेपाल सरकारको आधिकारिक पोर्टलबाट लिएको हो ।,HIGHLY URGENT,NORMAL,0.9041773080825806
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road carpeting vehicles on raja dahir sen marg-opp. d-148 east of kailash parked from long time.,NORMAL,URGENT,0.8883312344551086
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sir product thanu planned to stock their profit money in swiss account. please ban his passport soon. 100cr in 6 days theri baby.,NORMAL,URGENT,0.884354829788208
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"विष्णुमतीमा फलामको बार लडाएर अलपत्र छोडेको विषय खोजी गरि जिम्मेवार निकायलाई दण्डित गरेर त्यो पन�� सार्वजनिक गरिदिनुहोस्। फलामको बार लगाउने कुनै एजेन्सिज त होला, उस्ले सरकारी पैसामा संरचना बनाएपछि त्यसको संरक्षण गर्नु पर्ने दायित्व हो। कमजोर बनाएर हावाले ढाल्यो कि कुनै अपराधिक जमातले? खोजी गर्नु, त्यो सम्पतिको संरक्षण गर्नु र पुन निर्माण गर्नु उस्को दायित्व हो। जिम्मेवार बनाउनु !",URGENT,HIGHLY URGENT,0.8710629343986511
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नेपालगन्जको कान्जी हाउसमा रहेका पशुचौपायहरु विभिन्न कारणले गर्दा दैनिक जसो मर्दै गैरहेकोमा नेपालगन्ज उपमहानगरले कुनै वास्ता नगरेको भन्ने गुनासो प्राप्त भएको ।,URGENT,HIGHLY URGENT,0.8538612723350525
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guys who push us to wear helmets are not wearing -hope you will find them too. just now in cp.,NORMAL,URGENT,0.8480884432792664
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worst service ever 0mbps upload speed. is there a way to sue them,NORMAL,URGENT,0.8436217904090881
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waiting the tweet of criticiaing. because they have arrested votebank of him.,NORMAL,URGENT,0.8360193371772766
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so no way honking even as start typing any message apart from call snooping y savin such revenge frejus speaking truth after toleration long,NORMAL,URGENT,0.8354842066764832
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स्वास्थ्य क्षेत्रमा कार्यरत अनमी चौथो र पाँचौ तहको समायोजन सम्बन्धी सोधपुछ गरेको ।,NORMAL,URGENT,0.8332909941673279
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