diff --git "a/PL9fwy3NUQKwY229s7FFto_DG4Gk-imNVi/mSixiL4ZBxY_raw.json" "b/PL9fwy3NUQKwY229s7FFto_DG4Gk-imNVi/mSixiL4ZBxY_raw.json" new file mode 100644--- /dev/null +++ "b/PL9fwy3NUQKwY229s7FFto_DG4Gk-imNVi/mSixiL4ZBxY_raw.json" @@ -0,0 +1 @@ +{"segments": [{"id": 1, "seek": 5074, "start": 21.26, "end": 50.74, "text": "المحاضرة هذه ان شاء الله احنا بننتقل الى موضوع جديد اللي هو ال data mining بس قبل بنربس على الفuzzy evolutionary system اللي هو كان موضوع المحاضرة الماضية اللي هو بيدمج ما بين ال fuzzy technology و ما بين ال genetic algorithm اللي هي ال evolutionary technology فكان المثال عندنا ان احنا", "tokens": [45340, 5016, 46958, 25720, 29538, 16472, 13412, 16606, 21984, 1975, 5016, 8315, 44945, 29399, 4587, 1211, 2423, 7578, 3714, 2407, 11242, 45367, 10874, 16254, 3215, 13672, 1829, 31439, 2423, 1412, 15512, 4724, 3794, 12174, 36150, 44945, 25513, 3794, 15844, 27188, 30601, 27567, 1185, 13672, 1829, 31439, 25961, 3714, 2407, 11242, 45367, 9673, 5016, 46958, 25720, 9673, 46958, 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انه بنعمل مجموعة كبيرة من ال rules اللي هي رمزناها برمز S أول وقلنا ان هذا يتكوّل من اللي هو مجموعة ال sets of rules تبع كل واحد من ال case K1, K2", "tokens": [10721, 7435, 1863, 13063, 2423, 39184, 12462, 9284, 39896, 6225, 42213, 10632, 1975, 9778, 31371, 9640, 2423, 4474, 9122, 33911, 37495, 22653, 1975, 9778, 31371, 9640, 2423, 4474, 12174, 1211, 8315, 16472, 3224, 44945, 25957, 1211, 3714, 7435, 2304, 2407, 27884, 9122, 3555, 48923, 9154, 2423, 4474, 13672, 1829, 39896, 12602, 2304, 11622, 8315, 11296, 4724, 2288, 2304, 11622, 318, 5551, 12610, 4032, 4587, 1211, 8315, 16472, 23758, 7251, 2655, 4117, 2407, 11703, 1211, 9154, 13672, 1829, 31439, 3714, 7435, 2304, 2407, 27884, 2423, 6352, 295, 4474, 6055, 3555, 3615, 28242, 36764, 24401, 9154, 2423, 1389, 591, 16, 11, 591, 17], "avg_logprob": -0.26608454684416455, "compression_ratio": 1.7014218009478672, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 211.68, "end": 212.24, "word": "أجنور", "probability": 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"probability": 0.7900390625}, {"start": 235.72, "end": 236.0, "word": " of", "probability": 0.9521484375}, {"start": 236.0, "end": 236.38, "word": " rules", "probability": 0.86865234375}, {"start": 236.38, "end": 236.68, "word": " تبع", "probability": 0.75732421875}, {"start": 236.68, "end": 236.96, "word": " كل", "probability": 0.36376953125}, {"start": 236.96, "end": 237.5, "word": " واحد", "probability": 0.9892578125}, {"start": 237.5, "end": 238.42, "word": " من", "probability": 0.9775390625}, {"start": 238.42, "end": 238.78, "word": " ال", "probability": 0.8828125}, {"start": 238.78, "end": 239.14, "word": " case", "probability": 0.447265625}, {"start": 239.14, "end": 239.82, "word": " K1,", "probability": 0.639404296875}, {"start": 240.0, "end": 240.54, "word": " K2", "probability": 0.87841796875}], "temperature": 1.0}, {"id": 10, "seek": 28592, "start": 256.26, "end": 285.92, "text": "كلهم مع بعض بشكل مجموعة ال rules اللي بيتم الاختيار منها ال chromosome الواحد في كتابة algorithm هيكون عبارة عن binary chromosome اللي مقابل كل rule number يقول ما إذا كان ال rule داخلة أو مش داخلة أو مالهاش أهمية في ال decision", "tokens": [28820, 16095, 20449, 45030, 11242, 4724, 8592, 28820, 3714, 7435, 2304, 2407, 27884, 2423, 4474, 13672, 1829, 4724, 1829, 39237, 2423, 47283, 31371, 9640, 9154, 11296, 2423, 42896, 2423, 14407, 24401, 8978, 9122, 2655, 16758, 3660, 9284, 39896, 30544, 6225, 3555, 9640, 3660, 18871, 17434, 42896, 13672, 1829, 3714, 4587, 16758, 1211, 28242, 4978, 1230, 7251, 39648, 19446, 11933, 15730, 25961, 2423, 4978, 11778, 47283, 37977, 34051, 37893, 11778, 47283, 37977, 34051, 3714, 6027, 3224, 33599, 5551, 16095, 10632, 8978, 2423, 3537], "avg_logprob": -0.3074171772922378, "compression_ratio": 1.6372093023255814, "no_speech_prob": 0.0, "words": [{"start": 256.26, "end": 256.66, "word": "كلهم", "probability": 0.55999755859375}, {"start": 256.66, "end": 256.86, "word": " مع", "probability": 0.9306640625}, {"start": 256.86, "end": 257.16, "word": 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"end": 284.1, "word": " أهمية", "probability": 0.9391276041666666}, {"start": 284.1, "end": 284.54, "word": " في", "probability": 0.96923828125}, {"start": 284.54, "end": 285.06, "word": " ال", "probability": 0.529296875}, {"start": 285.06, "end": 285.92, "word": " decision", "probability": 0.9833984375}], "temperature": 1.0}, {"id": 11, "seek": 31251, "start": 286.57, "end": 312.51, "text": "مالهاش أهمية هنا هذا برغم أنك تضع تحتها خط إيش يعني مالهاش أهمية يعني أصلا إحنا مش عارفين إذا كان ال rule هذه إلها إذا كان ال rule هذه بال condition تبعها و ب conclusion تبعها إله دور في إتخاذ القرار ف ال genetic algorithm بدها تعمل generation ل multiple of these chromosomes", "tokens": [2304, 6027, 3224, 33599, 5551, 16095, 10632, 34105, 23758, 4724, 2288, 17082, 2304, 14739, 4117, 6055, 11242, 3615, 6055, 33753, 11296, 16490, 9566, 11933, 1829, 8592, 37495, 22653, 3714, 6027, 3224, 33599, 5551, 16095, 10632, 37495, 22653, 5551, 9381, 15040, 11933, 5016, 8315, 37893, 6225, 9640, 5172, 9957, 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ورا ال generation او population ورا ال population لوصول الى افضل ال chromosome يعني ال chromosome اللي بيعطي افضل نتائج كيف تختبر ال chromosomes تختبر بانه", "tokens": [2304, 29245, 2304, 45367, 3660, 5125, 1975, 2407, 4415, 48127, 2655, 3215, 16373, 10632, 9154, 29538, 2423, 45228, 4032, 27842, 16490, 1211, 6027, 2423, 12462, 9284, 4724, 16254, 46811, 5125, 4032, 23557, 2423, 5125, 1975, 2407, 4415, 4032, 23557, 2423, 4415, 5296, 2407, 9381, 12610, 2423, 7578, 1975, 5172, 11242, 1211, 2423, 42896, 37495, 22653, 2423, 42896, 13672, 1829, 4724, 40228, 9566, 1829, 1975, 5172, 11242, 1211, 8717, 2655, 16373, 7435, 9122, 33911, 6055, 46456, 26890, 2423, 45228, 6055, 46456, 26890, 4724, 7649, 3224], "avg_logprob": -0.1954044173745548, "compression_ratio": 1.898477157360406, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 313.71000000000004, "end": 314.67, "word": "موجموعة", "probability": 0.6278564453125}, {"start": 314.67, "end": 315.37, "word": " generation", "probability": 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negative يعني ماشترهش هم كلهم كده؟ student أسف ال yes سبعة وسبعة نص كل ال yes سبعة كل ال no سبعة", "tokens": [10721, 24793, 36764, 24401, 2423, 3353, 37495, 22653, 1975, 8592, 2655, 2288, 7578, 4032, 2423, 3671, 37495, 22653, 3714, 33599, 2655, 2288, 3224, 8592, 8032, 2304, 28242, 16095, 9122, 3215, 3224, 22807, 3107, 5551, 3794, 5172, 2423, 2086, 8608, 3555, 27884, 4032, 35457, 27884, 8717, 9381, 28242, 2423, 2086, 8608, 3555, 27884, 28242, 2423, 572, 8608, 3555, 27884], "avg_logprob": -0.30667372578281465, "compression_ratio": 1.5681818181818181, "no_speech_prob": 0.0, "words": [{"start": 2468.22, "end": 2468.58, "word": "أكم", "probability": 0.6422119140625}, {"start": 2468.58, "end": 2469.18, "word": " واحد", "probability": 0.9892578125}, {"start": 2469.18, "end": 2472.04, "word": " ال", "probability": 0.4931640625}, {"start": 2472.04, "end": 2472.46, "word": " positive", "probability": 0.83740234375}, {"start": 2472.46, "end": 2472.88, "word": " يعني", "probability": 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بعدين ال negative على المجموع المعنى ايش الان هندي هنا ال positive كله ال positive كله", "tokens": [3555, 28259, 1975, 12610, 44049, 6055, 7435, 2304, 3615, 2423, 3353, 15844, 9673, 7435, 2304, 45367, 4032, 39182, 9957, 2423, 3671, 15844, 9673, 7435, 2304, 45367, 9673, 3615, 1863, 7578, 1975, 1829, 8592, 2423, 7649, 8032, 1863, 16254, 34105, 2423, 3353, 28242, 3224, 2423, 3353, 28242, 3224], "avg_logprob": -0.32080076945324737, "compression_ratio": 1.7391304347826086, "no_speech_prob": 0.0, "words": [{"start": 2573.18, "end": 2573.48, "word": "بدا", "probability": 0.45556640625}, {"start": 2573.48, "end": 2573.86, "word": " اول", "probability": 0.666015625}, {"start": 2573.86, "end": 2574.06, "word": " شي", "probability": 0.240966796875}, {"start": 2574.06, "end": 2574.68, "word": " تجمع", "probability": 0.84033203125}, {"start": 2574.68, "end": 2575.3, "word": " ال", "probability": 0.72412109375}, {"start": 2575.3, "end": 2575.64, "word": " positive", "probability": 0.77490234375}, 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276910, "start": 2741.68, "end": 2769.1, "text": "تدريجيا بكون وصلت إلى هنا بعد student وجدنا ان ال income هي اللي ال gain تبعها أعلى اشي فانعمل ال student على أساسه و ال income لأنه low medium high فتلتة children فالان تدريجيا تدريجيا بتشكل معاه الان طبعا كيف هنا هذا التقسيم بنوع ال income", "tokens": [2655, 3215, 16572, 7435, 25528, 4724, 30544, 4032, 36520, 2655, 30731, 34105, 39182, 3107, 49610, 3215, 8315, 16472, 2423, 5742, 39896, 13672, 1829, 2423, 6052, 6055, 3555, 3615, 11296, 5551, 3615, 23942, 1975, 8592, 1829, 6156, 7649, 25957, 1211, 2423, 3107, 15844, 5551, 3794, 32277, 3224, 4032, 2423, 5742, 5296, 33456, 3224, 2295, 6399, 1090, 6156, 2655, 1211, 2655, 3660, 2227, 6156, 6027, 7649, 6055, 3215, 16572, 7435, 25528, 6055, 3215, 16572, 7435, 25528, 39894, 8592, 28820, 20449, 40294, 2423, 7649, 23032, 3555, 3615, 995, 9122, 33911, 34105, 23758, 16712, 4587, 3794, 32640, 44945, 45367, 2423, 5742], "avg_logprob": -0.26961096056870054, "compression_ratio": 1.7194570135746607, 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"text": "بينما انا على ال income انا اكمل جدول عندي هاي ال income فانا عندي واحد بس high و اتنين medium و اربع low ايش معنى ذلك لما انا اقسم على ال income هيطلع تلاتة tables table واحد مافيه الا جماعة ال high يعني مافيه الا record واحد table 10 جماعة ال medium مافيه الا two records", "tokens": [3555, 9957, 15042, 1975, 8315, 15844, 2423, 5742, 1975, 8315, 1975, 24793, 1211, 10874, 3215, 12610, 18871, 16254, 8032, 47302, 2423, 5742, 6156, 7649, 995, 18871, 16254, 36764, 24401, 4724, 3794, 1090, 4032, 1975, 2655, 1863, 9957, 6399, 4032, 1975, 25513, 3615, 2295, 1975, 1829, 8592, 20449, 1863, 7578, 29910, 23275, 5296, 15042, 1975, 8315, 1975, 4587, 38251, 15844, 2423, 5742, 8032, 1829, 9566, 1211, 3615, 6055, 1211, 9307, 3660, 8020, 3199, 36764, 24401, 19446, 41185, 3224, 42963, 10874, 15042, 27884, 2423, 1090, 37495, 22653, 19446, 41185, 3224, 42963, 2136, 36764, 24401, 3199, 1266, 10874, 15042, 27884, 2423, 6399, 19446, 41185, 3224, 42963, 732, 7724], "avg_logprob": 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leaf مافيش تكسيب بعد هيك okay okay فهذا اللي هو خلاصة اللي أنا برضه كمان", "tokens": [2407, 6027, 2655, 16758, 3615, 13672, 1829, 46740, 8978, 3224, 5551, 25513, 3615, 7724, 46811, 10943, 5296, 28814, 1863, 23758, 4724, 15042, 36145, 3224, 19446, 41185, 3224, 2136, 36764, 24401, 11933, 1829, 8592, 20449, 8315, 47395, 4032, 2423, 2136, 23758, 4724, 1829, 39648, 2086, 20449, 8315, 47395, 16490, 1211, 33546, 23758, 10871, 19446, 41185, 8592, 6055, 4117, 3794, 1829, 3555, 39182, 39896, 4117, 1392, 1392, 6156, 3224, 15730, 13672, 1829, 31439, 16490, 1211, 33546, 3660, 13672, 1829, 41850, 4724, 43042, 3224, 9122, 2304, 7649], "avg_logprob": -0.40735294818878176, "compression_ratio": 1.7540983606557377, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2796.8199999999997, "end": 2797.6, "word": "والتابع", "probability": 0.457568359375}, {"start": 2797.6, "end": 2797.74, "word": " اللي", "probability": 0.3577880859375}, {"start": 2797.74, "end": 2797.98, "word": " له", 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