diff --git "a/PL9fwy3NUQKwY229s7FFto_DG4Gk-imNVi/ALhp1MicV_Y_raw.json" "b/PL9fwy3NUQKwY229s7FFto_DG4Gk-imNVi/ALhp1MicV_Y_raw.json" new file mode 100644--- /dev/null +++ "b/PL9fwy3NUQKwY229s7FFto_DG4Gk-imNVi/ALhp1MicV_Y_raw.json" @@ -0,0 +1 @@ +{"segments": [{"id": 1, "seek": 4953, "start": 20.79, "end": 49.53, "text": "بسم الله الرحمن الرحيم احنا اليوم ان شاء الله بدنا نكمل ال a priori algorithm اللي هي بتستخدم في استخلاص association rules من a set of transactions ال set of transactions كان اللي هو بنرجع لورا شوية عشان اذكركوا هاي هذا عبارة عن set of transactions ال transaction اللي واحدة بتكون مجموعة من ال items", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 1975, 5016, 8315, 45595, 20498, 16472, 13412, 16606, 21984, 47525, 8315, 8717, 24793, 1211, 2423, 257, 4059, 72, 9284, 13672, 1829, 39896, 39894, 14851, 9778, 40448, 8978, 44713, 9778, 1211, 33546, 14598, 4474, 9154, 257, 992, 295, 16856, 2423, 992, 295, 16856, 25961, 13672, 1829, 31439, 44945, 47341, 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"probability": 0.647705078125}, {"start": 189.13, "end": 189.17, "word": " ال", "probability": 0.4892578125}, {"start": 189.17, "end": 189.47, "word": " frequency", "probability": 0.99072265625}, {"start": 189.47, "end": 189.83, "word": " تبعتها", "probability": 0.951904296875}, {"start": 189.83, "end": 190.25, "word": " عالية", "probability": 0.8587239583333334}, {"start": 190.25, "end": 198.23, "word": " مهو", "probability": 0.5229085286458334}, {"start": 198.23, "end": 198.45, "word": " ال", "probability": 0.748046875}, {"start": 198.45, "end": 199.19, "word": " frequency", "probability": 0.9931640625}, {"start": 199.19, "end": 199.49, "word": " ..", "probability": 0.480712890625}, {"start": 199.49, "end": 200.37, "word": " ال", "probability": 0.892578125}, {"start": 200.37, "end": 200.77, "word": " frequency", "probability": 0.994140625}, {"start": 200.77, "end": 201.19, "word": " تبعت", "probability": 0.8860677083333334}, {"start": 201.19, "end": 201.47, "word": " ال", "probability": 0.9921875}, {"start": 201.47, "end": 201.67, "word": " ..", "probability": 0.40576171875}, {"start": 201.67, "end": 201.95, "word": " ال", "probability": 0.97509765625}, {"start": 201.95, "end": 202.21, "word": " item", "probability": 0.96337890625}, {"start": 202.21, "end": 202.61, "word": " set", "probability": 0.96240234375}, {"start": 202.61, "end": 203.27, "word": " على", "probability": 0.89501953125}, {"start": 203.27, "end": 203.85, "word": " أساس", "probability": 0.9049479166666666}, {"start": 203.85, "end": 204.89, "word": " أنا", "probability": 0.439697265625}, {"start": 204.89, "end": 205.15, "word": " بتطلع", "probability": 0.83154296875}, {"start": 205.15, "end": 205.25, "word": " على", "probability": 0.85791015625}, {"start": 205.25, "end": 205.33, "word": " ال", "probability": 0.77685546875}, {"start": 205.33, "end": 205.67, "word": " frequency", "probability": 0.994140625}, {"start": 205.67, "end": 205.97, "word": " تبعت", "probability": 0.95166015625}, {"start": 205.97, "end": 206.07, "word": " ال", "probability": 0.96875}, {"start": 206.07, "end": 206.25, "word": " item", "probability": 0.98486328125}, {"start": 206.25, "end": 206.59, "word": " set", "probability": 0.9765625}, {"start": 206.59, "end": 206.95, "word": " بس", "probability": 0.927490234375}, {"start": 206.95, "end": 207.37, "word": " بدي", "probability": 0.907470703125}, {"start": 207.37, "end": 208.11, "word": " ..", "probability": 0.7509765625}], "temperature": 1.0}, {"id": 8, "seek": 23771, "start": 209.01, "end": 237.71, "text": "أقل من ال support المطلوب أقل من ال support المطلوب أقل من ال minimum support المفروض يكون أقل من ال frequency المطلوب ماهو ايش ال frequency احنا فيه عندنا minimum support و minimum confidence ايش ال minimum frequency هي ال minimum frequency هي ال minimum support ال frequent support هذه بتختلف ال confidence ال confidence اه لما بيجي ناخد ال item sets", "tokens": [10721, 4587, 1211, 9154, 2423, 1406, 9673, 9566, 1211, 37746, 5551, 4587, 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{"start": 211.83, "end": 212.89, "word": " المطلوب", "probability": 0.9725341796875}, {"start": 212.89, "end": 213.33, "word": " أقل", "probability": 0.7941080729166666}, {"start": 213.33, "end": 213.47, "word": " من", "probability": 0.91552734375}, {"start": 213.47, "end": 213.57, "word": " ال", "probability": 0.91455078125}, {"start": 213.57, "end": 213.79, "word": " support", "probability": 0.51513671875}, {"start": 213.79, "end": 213.85, "word": " المطلوب", "probability": 0.931396484375}, {"start": 213.85, "end": 216.17, "word": " أقل", "probability": 0.84814453125}, {"start": 216.17, "end": 216.37, "word": " من", "probability": 0.9052734375}, {"start": 216.37, "end": 216.61, "word": " ال", "probability": 0.91455078125}, {"start": 216.61, "end": 216.95, "word": " minimum", "probability": 0.73876953125}, {"start": 216.95, "end": 217.61, "word": " support", "probability": 0.9892578125}, {"start": 217.61, "end": 219.01, "word": " المفروض", "probability": 0.9476318359375}, {"start": 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minimum", "probability": 0.97265625}, {"start": 227.65, "end": 228.13, "word": " frequency", "probability": 0.79248046875}, {"start": 228.13, "end": 228.29, "word": " هي", "probability": 0.92578125}, {"start": 228.29, "end": 228.37, "word": " ال", "probability": 0.9150390625}, {"start": 228.37, "end": 228.55, "word": " minimum", "probability": 0.98388671875}, {"start": 228.55, "end": 229.15, "word": " support", "probability": 0.994140625}, {"start": 229.15, "end": 229.99, "word": " ال", "probability": 0.87646484375}, {"start": 229.99, "end": 230.27, "word": " frequent", "probability": 0.327392578125}, {"start": 230.27, "end": 230.95, "word": " support", "probability": 0.97802734375}, {"start": 230.95, "end": 231.45, "word": " هذه", "probability": 0.1630859375}, {"start": 231.45, "end": 231.87, "word": " بتختلف", "probability": 0.5762532552083334}, {"start": 231.87, "end": 232.05, "word": " ال", "probability": 0.939453125}, {"start": 232.05, "end": 232.45, "word": " confidence", "probability": 0.9892578125}, {"start": 232.45, "end": 232.71, "word": " ال", "probability": 0.88134765625}, {"start": 232.71, "end": 233.17, "word": " confidence", "probability": 0.98681640625}, {"start": 233.17, "end": 233.53, "word": " اه", "probability": 0.7276611328125}, {"start": 233.53, "end": 234.41, "word": " لما", "probability": 0.65283203125}, {"start": 234.41, "end": 234.85, "word": " بيجي", "probability": 0.75762939453125}, {"start": 234.85, "end": 235.47, "word": " ناخد", "probability": 0.9716796875}, {"start": 235.47, "end": 235.75, "word": " ال", "probability": 0.9453125}, {"start": 235.75, "end": 237.29, "word": " item", "probability": 0.80615234375}, {"start": 237.29, "end": 237.71, "word": " sets", "probability": 0.85791015625}], "temperature": 1.0}, {"id": 9, "seek": 26770, "start": 238.16, "end": 267.7, "text": "بنحسب ال confidence بتاعة ال rule و بنستثنى ال rules اللي ال confidence بتاعة أقل بس ده لسه قدام ال support اللي بنحكيه هو نفس المعنى لل frequency لل frequency بالظبط هو معنى ال frequency يعني كده تكرارها فهو أصلا مفهوم ال support لما احنا حكينا قلنا انه ال rule لما قلنا هى rule", "tokens": [3555, 1863, 5016, 35457, 2423, 6687, 39894, 995, 27884, 2423, 4978, 4032, 44945, 14851, 12984, 1863, 7578, 2423, 4474, 13672, 1829, 2423, 6687, 39894, 995, 27884, 5551, 4587, 1211, 4724, 3794, 11778, 3224, 5296, 3794, 3224, 12174, 3215, 10943, 2423, 1406, 13672, 1829, 44945, 5016, 4117, 1829, 3224, 31439, 8717, 36178, 9673, 3615, 1863, 7578, 24976, 7893, 5296, 1211, 7893, 20666, 19913, 3555, 9566, 31439, 20449, 1863, 7578, 2423, 7893, 37495, 22653, 9122, 3215, 3224, 6055, 37983, 9640, 11296, 6156, 3224, 2407, 5551, 9381, 15040, 3714, 5172, 3224, 20498, 2423, 1406, 5296, 15042, 1975, 5016, 8315, 11331, 4117, 1829, 8315, 12174, 1211, 8315, 16472, 3224, 2423, 4978, 5296, 15042, 12174, 1211, 8315, 8032, 7578, 4978], "avg_logprob": -0.3221982640439066, "compression_ratio": 1.967741935483871, "no_speech_prob": 0.0, "words": [{"start": 238.16, "end": 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251.7, "end": 252.52, "word": " تكرارها", "probability": 0.8563232421875}, {"start": 252.52, "end": 253.82, "word": " فهو", "probability": 0.8045247395833334}, {"start": 253.82, "end": 254.1, "word": " أصلا", "probability": 0.81298828125}, {"start": 254.1, "end": 254.64, "word": " مفهوم", "probability": 0.912353515625}, {"start": 254.64, "end": 254.78, "word": " ال", "probability": 0.82568359375}, {"start": 254.78, "end": 255.02, "word": " support", "probability": 0.99365234375}, {"start": 255.02, "end": 255.2, "word": " لما", "probability": 0.787353515625}, {"start": 255.2, "end": 255.36, "word": " احنا", "probability": 0.78076171875}, {"start": 255.36, "end": 255.9, "word": " حكينا", "probability": 0.9825439453125}, {"start": 255.9, "end": 256.44, "word": " قلنا", "probability": 0.5849609375}, {"start": 256.44, "end": 260.14, "word": " انه", "probability": 0.62255859375}, {"start": 260.14, "end": 262.86, "word": " ال", "probability": 0.91845703125}, {"start": 262.86, "end": 263.2, 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طولة معاه بس اللي هو الأربعة الأربعة هدولة okay", "tokens": [10721, 7435, 7578, 8978, 11296, 4724, 33911, 4032, 4724, 16572, 3215, 20449, 45030, 11242, 20328, 5016, 9154, 6225, 3215, 3215, 2423, 16856, 33688, 7435, 2304, 6027, 1829, 29538, 39896, 32239, 8592, 2423, 7893, 11778, 2304, 9307, 2423, 3174, 992, 49429, 5296, 10721, 22807, 13672, 1829, 9154, 9778, 5172, 11242, 2423, 7893, 11778, 2304, 9307, 1829, 20449, 7649, 1829, 2423, 7285, 1406, 4724, 1863, 14851, 9778, 40448, 3224, 6156, 3555, 22488, 19446, 8717, 3794, 2407, 7578, 23758, 18863, 42213, 10632, 23032, 12610, 3660, 20449, 40294, 4724, 3794, 13672, 1829, 31439, 16247, 25513, 27884, 16247, 25513, 27884, 8032, 3215, 12610, 3660, 1392], "avg_logprob": -0.3347772182804523, "compression_ratio": 1.6680851063829787, "no_speech_prob": 0.0, "words": [{"start": 631.73, "end": 632.15, "word": "أجى", "probability": 0.6658528645833334}, {"start": 632.15, "end": 632.43, "word": " فيها", "probability": 0.854248046875}, {"start": 632.43, 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{"start": 651.25, "end": 651.57, "word": " طولة", "probability": 0.6653645833333334}, {"start": 651.57, "end": 651.85, "word": " معاه", "probability": 0.92919921875}, {"start": 651.85, "end": 652.13, "word": " بس", "probability": 0.76953125}, {"start": 652.13, "end": 652.29, "word": " اللي", "probability": 0.9287109375}, {"start": 652.29, "end": 652.43, "word": " هو", "probability": 0.96484375}, {"start": 652.43, "end": 653.05, "word": " الأربعة", "probability": 0.9427083333333334}, {"start": 653.05, "end": 654.73, "word": " الأربعة", "probability": 0.8362630208333334}, {"start": 654.73, "end": 655.45, "word": " هدولة", "probability": 0.8665771484375}, {"start": 655.45, "end": 656.87, "word": " okay", "probability": 0.6455078125}], "temperature": 1.0}, {"id": 25, "seek": 68631, "start": 657.77, "end": 686.31, "text": "لأن الأربعة دول لو بيحرن seeds لمن؟ للخطوة اللاحقة اللي هي three item item sets صح؟ كيف ممكن انا اعمل three item item sets من بدي اجي على two مشتركين في أنصر واحد و اعمل اخدي ال union تبقى يعني بدي اجي لبيف milk milk sauce و بصير عندى", "tokens": [1211, 33456, 16247, 25513, 27884, 11778, 12610, 45164, 4724, 1829, 5016, 2288, 1863, 9203, 5296, 27842, 22807, 24976, 9778, 9566, 2407, 3660, 13672, 39319, 28671, 13672, 1829, 39896, 1045, 3174, 3174, 6352, 20328, 5016, 22807, 9122, 33911, 3714, 43020, 1975, 8315, 1975, 25957, 1211, 1045, 3174, 3174, 6352, 9154, 4724, 16254, 1975, 7435, 1829, 15844, 732, 37893, 2655, 31747, 9957, 8978, 14739, 9381, 2288, 36764, 24401, 4032, 1975, 25957, 1211, 1975, 9778, 16254, 2423, 11671, 6055, 3555, 4587, 7578, 37495, 22653, 4724, 16254, 1975, 7435, 1829, 5296, 21292, 5172, 5392, 5392, 4880, 4032, 4724, 9381, 13546, 43242, 7578], "avg_logprob": -0.3541666600439284, "compression_ratio": 1.6289592760180995, "no_speech_prob": 0.0, "words": [{"start": 657.77, "end": 658.13, "word": "لأن", "probability": 0.744873046875}, {"start": 658.13, "end": 658.55, "word": " الأربعة", "probability": 0.7649739583333334}, {"start": 658.55, 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"word": " sets", "probability": 0.79638671875}, {"start": 664.81, "end": 666.37, "word": " صح؟", "probability": 0.713623046875}, {"start": 666.37, "end": 666.71, "word": " كيف", "probability": 0.9609375}, {"start": 666.71, "end": 667.11, "word": " ممكن", "probability": 0.95263671875}, {"start": 667.11, "end": 667.33, "word": " انا", "probability": 0.57861328125}, {"start": 667.33, "end": 667.83, "word": " اعمل", "probability": 0.91162109375}, {"start": 667.83, "end": 668.59, "word": " three", "probability": 0.80517578125}, {"start": 668.59, "end": 669.01, "word": " item", "probability": 0.9599609375}, {"start": 669.01, "end": 669.23, "word": " item", "probability": 0.96435546875}, {"start": 669.23, "end": 669.53, "word": " sets", "probability": 0.87451171875}, {"start": 669.53, "end": 669.99, "word": " من", "probability": 0.9521484375}, {"start": 669.99, "end": 673.11, "word": " بدي", "probability": 0.50982666015625}, {"start": 673.11, "end": 673.47, "word": " اجي", "probability": 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ال union ليه يحتوي على أصل متكرر صح؟ فبدك ت .. و خد هذا مع هذا برضه خد برضه هذا مع هذا على .. join على spaghetti مظبوط؟ okay و هذا مع هذا join على ال sauce مظبوط؟", "tokens": [650, 5666, 5392, 4880, 4032, 39182, 9957, 9256, 5392, 28556, 23032, 3555, 3615, 995, 22807, 1392, 5296, 33456, 16472, 2655, 16490, 3215, 23758, 4032, 16490, 3215, 23758, 1975, 1829, 8592, 2423, 11671, 6055, 3555, 4587, 7578, 1975, 5016, 8315, 22807, 2423, 11671, 32239, 3224, 7251, 33753, 45865, 15844, 5551, 36520, 44650, 37983, 2288, 20328, 5016, 22807, 6156, 44510, 4117, 6055, 4386, 4032, 16490, 3215, 23758, 20449, 23758, 4724, 43042, 3224, 16490, 3215, 4724, 43042, 3224, 23758, 20449, 23758, 15844, 4386, 3917, 15844, 28556, 3714, 19913, 3555, 2407, 9566, 22807, 1392, 4032, 23758, 20449, 23758, 3917, 15844, 2423, 4880, 3714, 19913, 3555, 2407, 9566, 22807], "avg_logprob": -0.26056547391982304, "compression_ratio": 1.8726415094339623, "no_speech_prob": 0.0, "words": [{"start": 686.95, "end": 687.35, "word": "beef", "probability": 0.6190185546875}, {"start": 687.35, "end": 687.71, "word": " milk", "probability": 0.81005859375}, {"start": 687.71, "end": 689.41, "word": " sauce", "probability": 0.425537109375}, {"start": 689.41, "end": 692.81, "word": " و", "probability": 0.1455078125}, {"start": 692.81, "end": 693.03, "word": " بعدين", "probability": 0.832275390625}, {"start": 693.03, "end": 693.29, "word": " beef", "probability": 0.387939453125}, {"start": 693.29, "end": 693.59, "word": " milk", "probability": 0.92333984375}, {"start": 693.59, "end": 694.05, "word": " spaghetti", "probability": 0.8828125}, {"start": 694.05, "end": 695.11, "word": " طبعا؟", "probability": 0.728759765625}, {"start": 695.11, "end": 695.41, "word": " okay", "probability": 0.431396484375}, {"start": 695.41, "end": 696.01, "word": " لأن", "probability": 0.6240234375}, {"start": 696.01, "end": 696.55, "word": " انت", "probability": 0.7088623046875}, {"start": 696.55, "end": 696.79, "word": " خد", "probability": 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هذا", "probability": 0.98681640625}, {"start": 706.01, "end": 706.53, "word": " برضه", "probability": 0.92822265625}, {"start": 706.53, "end": 707.19, "word": " خد", "probability": 0.927001953125}, {"start": 707.19, "end": 707.53, "word": " برضه", "probability": 0.9357096354166666}, {"start": 707.53, "end": 707.81, "word": " هذا", "probability": 0.92236328125}, {"start": 707.81, "end": 708.05, "word": " مع", "probability": 0.99462890625}, {"start": 708.05, "end": 708.47, "word": " هذا", "probability": 0.98291015625}, {"start": 708.47, "end": 708.97, "word": " على", "probability": 0.374267578125}, {"start": 708.97, "end": 709.19, "word": " ..", "probability": 0.53857421875}, {"start": 709.19, "end": 709.47, "word": " join", "probability": 0.47265625}, {"start": 709.47, "end": 709.77, "word": " على", "probability": 0.91748046875}, {"start": 709.77, "end": 710.47, "word": " spaghetti", "probability": 0.61865234375}, {"start": 710.47, "end": 712.07, "word": " مظبوط؟", "probability": 0.8360188802083334}, {"start": 712.07, "end": 712.29, "word": " okay", "probability": 0.91015625}, {"start": 712.29, "end": 712.79, "word": " و", "probability": 0.36767578125}, {"start": 712.79, "end": 713.19, "word": " هذا", "probability": 0.94287109375}, {"start": 713.19, "end": 713.53, "word": " مع", "probability": 0.92822265625}, {"start": 713.53, "end": 713.83, "word": " هذا", "probability": 0.98291015625}, {"start": 713.83, "end": 714.07, "word": " join", "probability": 0.8603515625}, {"start": 714.07, "end": 714.27, "word": " على", "probability": 0.94970703125}, {"start": 714.27, "end": 714.41, "word": " ال", "probability": 0.4912109375}, {"start": 714.41, "end": 714.69, "word": " sauce", "probability": 0.56640625}, {"start": 714.69, "end": 716.35, "word": " مظبوط؟", "probability": 0.96484375}], "temperature": 1.0}, {"id": 27, "seek": 74491, "start": 716.71, "end": 744.91, "text": "فبطلع عندك الآن اللي هم واحد اتنين تلاتة هدول التلاتة برضه candidates لما تحسب ال frequency تبعهم و تشوف مين منهم اقل او اعلى من ال minimum support بطلع معاك يعني هذا احسبها او احسبها هنا فبيظل معاه", "tokens": [5172, 3555, 9566, 1211, 3615, 43242, 4117, 6024, 48506, 13672, 1829, 8032, 2304, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 8032, 3215, 12610, 16712, 1211, 9307, 3660, 4724, 43042, 3224, 11255, 5296, 15042, 6055, 5016, 35457, 2423, 7893, 6055, 3555, 3615, 16095, 4032, 6055, 8592, 38688, 3714, 9957, 9154, 16095, 1975, 4587, 1211, 1975, 2407, 1975, 3615, 23942, 9154, 2423, 7285, 1406, 4724, 9566, 1211, 3615, 20449, 995, 4117, 37495, 22653, 23758, 1975, 5016, 35457, 11296, 1975, 2407, 1975, 5016, 35457, 11296, 34105, 6156, 21292, 19913, 1211, 20449, 40294], "avg_logprob": -0.2725134293238322, "compression_ratio": 1.6218905472636815, "no_speech_prob": 0.0, "words": [{"start": 716.71, "end": 717.21, "word": "فبطلع", "probability": 0.5478759765625}, {"start": 717.21, "end": 717.55, "word": " عندك", "probability": 0.959228515625}, {"start": 717.55, "end": 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"start": 745.67, "end": 773.13, "text": "بس اللي هو هذا ال milk sauce spaghetti وال item set الوحيد الأعلى في ال support تبعه ال frequency تبعته من ال minimum support ماشي okay okay الان بعد هيك من هذا ايش انا بقدر اطلع خلاص يعني لو في اندي طلع اتنين ثلاثيات انا ببدأ ا", "tokens": [3555, 3794, 13672, 1829, 31439, 23758, 2423, 5392, 4880, 28556, 16070, 3174, 992, 2423, 2407, 5016, 25708, 16247, 3615, 23942, 8978, 2423, 1406, 6055, 3555, 3615, 3224, 2423, 7893, 6055, 3555, 34268, 3224, 9154, 2423, 7285, 1406, 3714, 33599, 1829, 1392, 1392, 2423, 7649, 39182, 39896, 4117, 9154, 23758, 1975, 1829, 8592, 1975, 8315, 4724, 28543, 2288, 1975, 9566, 1211, 3615, 16490, 1211, 33546, 37495, 22653, 45164, 8978, 16472, 16254, 23032, 1211, 3615, 1975, 2655, 1863, 9957, 38637, 1211, 5718, 104, 1829, 9307, 1975, 8315, 4724, 44510, 10721, 1975], "avg_logprob": -0.28749999039702945, "compression_ratio": 1.599078341013825, "no_speech_prob": 0.0, "words": [{"start": 745.67, "end": 746.17, "word": "بس", 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{"start": 759.25, "end": 760.35, "word": " okay", "probability": 0.372802734375}, {"start": 760.35, "end": 762.89, "word": " okay", "probability": 0.454833984375}, {"start": 762.89, "end": 763.79, "word": " الان", "probability": 0.6324462890625}, {"start": 763.79, "end": 764.41, "word": " بعد", "probability": 0.9453125}, {"start": 764.41, "end": 764.77, "word": " هيك", "probability": 0.93505859375}, {"start": 764.77, "end": 765.15, "word": " من", "probability": 0.796875}, {"start": 765.15, "end": 765.49, "word": " هذا", "probability": 0.94580078125}, {"start": 765.49, "end": 765.77, "word": " ايش", "probability": 0.8094075520833334}, {"start": 765.77, "end": 765.93, "word": " انا", "probability": 0.8837890625}, {"start": 765.93, "end": 766.25, "word": " بقدر", "probability": 0.8904622395833334}, {"start": 766.25, "end": 766.59, "word": " اطلع", "probability": 0.861328125}, {"start": 766.59, "end": 767.11, "word": " خلاص", "probability": 0.8439127604166666}, {"start": 767.11, "end": 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هو generating ال item set لان لو تتذكروا ال phase الأول أولا generate ايش item sets generate بتحط هنا frequent item sets مظبوط ال algorithm", "tokens": [10721, 3215, 2304, 7435, 16095, 6225, 8592, 7649, 5551, 9566, 1211, 3615, 9154, 16095, 9122, 2304, 7649, 3714, 19913, 3555, 2407, 9566, 44381, 19446, 41185, 8592, 1975, 1829, 3224, 13672, 1829, 39896, 11778, 3224, 7251, 3555, 4587, 7578, 11331, 31371, 7435, 3660, 6156, 6027, 7649, 2423, 9284, 8978, 2423, 5574, 16247, 12610, 6055, 3555, 3615, 11296, 13672, 1829, 31439, 17746, 2423, 3174, 992, 5296, 7649, 45164, 6055, 2655, 8848, 37983, 14407, 2423, 5574, 16247, 12610, 5551, 12610, 995, 8460, 1975, 1829, 8592, 3174, 6352, 8460, 39894, 5016, 9566, 34105, 18004, 3174, 6352, 3714, 19913, 3555, 2407, 9566, 2423, 9284], "avg_logprob": -0.3271875125169754, "compression_ratio": 1.7757009345794392, "no_speech_prob": 0.0, "words": [{"start": 774.48, "end": 775.28, "word": "أدمجهم", "probability": 0.66279296875}, {"start": 775.28, "end": 775.48, 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ال rules ال rules ال association rules فعمليا الان هذا ال item set اللي طلع معانا بدي أبني منه rules بقدر أطلع منه أكتر rule", "tokens": [3555, 2655, 9566, 1211, 3615, 32239, 8978, 16247, 12610, 4724, 3794, 2423, 7893, 37495, 22653, 13672, 1829, 2423, 7893, 39894, 3555, 3615, 11296, 5551, 4117, 26890, 9154, 2423, 4386, 39182, 9957, 33962, 9566, 2407, 3660, 16712, 7649, 10632, 11933, 1829, 8592, 25961, 2655, 2423, 4474, 2423, 4474, 2423, 14598, 4474, 6156, 25957, 20292, 995, 2423, 7649, 23758, 2423, 3174, 992, 13672, 1829, 23032, 1211, 3615, 20449, 7649, 995, 4724, 16254, 5551, 3555, 22653, 9154, 3224, 4474, 4724, 28543, 2288, 5551, 9566, 1211, 3615, 9154, 3224, 5551, 4117, 2655, 2288, 4978], "avg_logprob": -0.3942307567858434, "compression_ratio": 1.7246376811594204, "no_speech_prob": 0.0, "words": [{"start": 803.97, "end": 804.81, "word": "بتطلع", "probability": 0.50517578125}, {"start": 804.81, "end": 804.95, "word": " لي", "probability": 0.423583984375}, {"start": 804.95, "end": 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947.92, "end": 948.16, "word": " rule", "probability": 0.8330078125}, {"start": 948.16, "end": 948.82, "word": " two", "probability": 0.875}, {"start": 948.82, "end": 949.18, "word": " different", "probability": 0.9296875}, {"start": 949.18, "end": 949.62, "word": " rules", "probability": 0.8623046875}, {"start": 949.62, "end": 950.9, "word": " صح؟", "probability": 0.9402669270833334}], "temperature": 1.0}, {"id": 35, "seek": 98142, "start": 953.5, "end": 981.42, "text": "فعمليا لو عندي item set item set يحتوي بس على اتنين انا ممكن اعمل منه two rules فمن فترة لو تلاتة بقدر اعمل multiple subsets و من ال subsets هذه اعمل multiple rules ال rule هذه الان كل rule ممكن اعملها is a candidate rule كل rule ممكن اعملها is a candidate rule", "tokens": [5172, 25957, 20292, 995, 45164, 18871, 16254, 3174, 992, 3174, 992, 7251, 33753, 2407, 1829, 4724, 3794, 15844, 1975, 2655, 1863, 9957, 1975, 8315, 3714, 43020, 1975, 25957, 1211, 9154, 3224, 732, 4474, 6156, 27842, 6156, 2655, 25720, 45164, 6055, 1211, 9307, 3660, 4724, 28543, 2288, 1975, 25957, 1211, 3866, 2090, 1385, 4032, 9154, 2423, 2090, 1385, 29538, 1975, 25957, 1211, 3866, 4474, 2423, 4978, 29538, 2423, 7649, 28242, 4978, 3714, 43020, 1975, 25957, 1211, 11296, 307, 257, 11532, 4978, 28242, 4978, 3714, 43020, 1975, 25957, 1211, 11296, 307, 257, 11532, 4978], "avg_logprob": -0.1987567255573888, "compression_ratio": 2.005434782608696, "no_speech_prob": 0.0, "words": [{"start": 953.5, "end": 954.34, "word": "فعمليا", "probability": 0.8502197265625}, {"start": 954.34, "end": 954.82, "word": " لو", "probability": 0.78369140625}, {"start": 954.82, "end": 955.14, "word": " عندي", "probability": 0.7344970703125}, {"start": 955.14, "end": 956.38, "word": " item", "probability": 0.8984375}, {"start": 956.38, "end": 956.84, "word": " set", "probability": 0.935546875}, {"start": 956.84, "end": 957.2, "word": " item", "probability": 0.319091796875}, {"start": 957.2, "end": 957.44, "word": " set", "probability": 0.94482421875}, {"start": 957.44, "end": 957.78, "word": " يحتوي", "probability": 0.726318359375}, {"start": 957.78, "end": 958.2, "word": " بس", "probability": 0.74658203125}, {"start": 958.2, "end": 958.54, "word": " على", "probability": 0.80712890625}, {"start": 958.54, "end": 959.06, "word": " اتنين", "probability": 0.9251708984375}, {"start": 959.06, "end": 959.28, "word": " انا", "probability": 0.915283203125}, {"start": 959.28, "end": 959.54, "word": " ممكن", "probability": 0.94384765625}, {"start": 959.54, "end": 959.88, "word": " اعمل", "probability": 0.91748046875}, {"start": 959.88, "end": 960.3, "word": " منه", "probability": 0.982421875}, {"start": 960.3, "end": 961.06, "word": " two", "probability": 0.884765625}, {"start": 961.06, "end": 961.46, "word": " rules", "probability": 0.70947265625}, {"start": 961.46, "end": 962.38, "word": " فمن", "probability": 0.3485107421875}, {"start": 962.38, "end": 962.58, "word": " فترة", "probability": 0.4886881510416667}, {"start": 962.58, "end": 962.8, "word": " لو", "probability": 0.89501953125}, {"start": 962.8, "end": 964.02, "word": " تلاتة", "probability": 0.9039306640625}, {"start": 964.02, "end": 964.88, "word": " بقدر", "probability": 0.8933919270833334}, {"start": 964.88, "end": 965.26, "word": " اعمل", "probability": 0.9666341145833334}, {"start": 965.26, "end": 965.84, "word": " multiple", "probability": 0.84130859375}, {"start": 965.84, "end": 966.58, "word": " subsets", "probability": 0.945556640625}, {"start": 966.58, "end": 967.24, "word": " و", "probability": 0.9580078125}, {"start": 967.24, "end": 967.34, "word": " من", "probability": 0.51123046875}, {"start": 967.34, "end": 967.48, "word": " ال", "probability": 0.64501953125}, {"start": 967.48, "end": 967.92, "word": " subsets", "probability": 0.974365234375}, {"start": 967.92, "end": 968.26, "word": " هذه", "probability": 0.358154296875}, {"start": 968.26, "end": 969.14, "word": " اعمل", "probability": 0.9793294270833334}, {"start": 969.14, "end": 969.52, "word": " multiple", "probability": 0.7421875}, {"start": 969.52, "end": 970.3, "word": " rules", "probability": 0.5322265625}, {"start": 970.3, "end": 971.84, "word": " ال", "probability": 0.95166015625}, {"start": 971.84, "end": 972.04, "word": " rule", "probability": 0.837890625}, {"start": 972.04, "end": 972.28, "word": " هذه", "probability": 0.63623046875}, {"start": 972.28, "end": 972.68, "word": " الان", "probability": 0.7841796875}, {"start": 972.68, "end": 974.04, "word": " كل", "probability": 0.9072265625}, {"start": 974.04, "end": 974.38, "word": " rule", "probability": 0.96728515625}, {"start": 974.38, "end": 974.76, "word": " ممكن", "probability": 0.983154296875}, {"start": 974.76, "end": 975.22, "word": " اعملها", "probability": 0.9603271484375}, {"start": 975.22, "end": 975.4, "word": " is", "probability": 0.9072265625}, {"start": 975.4, "end": 975.52, "word": " a", "probability": 0.97314453125}, {"start": 975.52, "end": 975.94, "word": " candidate", "probability": 0.8515625}, {"start": 975.94, "end": 976.42, "word": " rule", "probability": 0.9248046875}, {"start": 976.42, "end": 978.04, "word": " كل", "probability": 0.943359375}, {"start": 978.04, "end": 978.48, "word": " rule", "probability": 0.9775390625}, {"start": 978.48, "end": 979.52, "word": " ممكن", "probability": 0.990966796875}, {"start": 979.52, "end": 980.04, "word": " اعملها", "probability": 0.9757080078125}, {"start": 980.04, "end": 980.34, "word": " is", "probability": 0.96435546875}, {"start": 980.34, "end": 980.56, "word": " a", "probability": 0.9931640625}, {"start": 980.56, "end": 980.92, "word": " candidate", "probability": 0.87890625}, {"start": 980.92, "end": 981.42, "word": " rule", "probability": 0.935546875}], "temperature": 1.0}, {"id": 36, "seek": 101170, "start": 982.14, "end": 1011.7, "text": "لحد ما احسب ال confidence تبعها و اشوف اذا ال confidence تبع ال role اكبر من ال minimum من ال minimum confidence بخليها اجالي ال minimum confidence ب .. ارميها ع شكلها صح؟ فالان صارنا الان في ال phase التانية generating the roles مش معناه ذلك بس ان انا اخد subsets و اربطها مع بعض اللي ايضا احسب ال .. زي هنا نفس الشيء هنا كنا generating item sets", "tokens": [1211, 24401, 19446, 1975, 5016, 35457, 2423, 6687, 6055, 3555, 3615, 11296, 4032, 1975, 8592, 38688, 1975, 15730, 2423, 6687, 6055, 3555, 3615, 2423, 3090, 1975, 4117, 26890, 9154, 2423, 7285, 9154, 2423, 7285, 6687, 4724, 9778, 20292, 11296, 1975, 7435, 6027, 1829, 2423, 7285, 6687, 4724, 4386, 1975, 2288, 2304, 1829, 11296, 6225, 13412, 28820, 11296, 20328, 5016, 22807, 6156, 6027, 7649, 20328, 9640, 8315, 2423, 7649, 8978, 2423, 5574, 16712, 7649, 10632, 17746, 264, 9604, 37893, 20449, 8315, 3224, 29910, 23275, 4724, 3794, 16472, 1975, 8315, 1975, 9778, 3215, 2090, 1385, 4032, 1975, 25513, 9566, 11296, 20449, 45030, 11242, 13672, 1829, 1975, 1829, 11242, 995, 1975, 5016, 35457, 2423, 4386, 30767, 1829, 34105, 8717, 36178, 25124, 1829, 38207, 34105, 9122, 8315, 17746, 3174, 6352], "avg_logprob": 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"probability": 0.675048828125}, {"start": 999.32, "end": 999.46, "word": " في", "probability": 0.81591796875}, {"start": 999.46, "end": 999.62, "word": " ال", "probability": 0.85498046875}, {"start": 999.62, "end": 999.88, "word": " phase", "probability": 0.91064453125}, {"start": 999.88, "end": 1000.44, "word": " التانية", "probability": 0.8826497395833334}, {"start": 1000.44, "end": 1001.3, "word": " generating", "probability": 0.66357421875}, {"start": 1001.3, "end": 1001.64, "word": " the", "probability": 0.411376953125}, {"start": 1001.64, "end": 1001.94, "word": " roles", "probability": 0.361083984375}, {"start": 1001.94, "end": 1002.24, "word": " مش", "probability": 0.94580078125}, {"start": 1002.24, "end": 1002.62, "word": " معناه", "probability": 0.8961588541666666}, {"start": 1002.62, "end": 1002.94, "word": " ذلك", "probability": 0.9697265625}, {"start": 1002.94, "end": 1003.3, "word": " بس", "probability": 0.98974609375}, {"start": 1003.3, "end": 1003.56, "word": " ان", "probability": 0.8271484375}, {"start": 1003.56, "end": 1003.96, "word": " انا", "probability": 0.765869140625}, {"start": 1003.96, "end": 1004.8, "word": " اخد", "probability": 0.7744140625}, {"start": 1004.8, "end": 1005.22, "word": " subsets", "probability": 0.759521484375}, {"start": 1005.22, "end": 1005.5, "word": " و", "probability": 0.95654296875}, {"start": 1005.5, "end": 1006.14, "word": " اربطها", "probability": 0.881103515625}, {"start": 1006.14, "end": 1006.26, "word": " مع", "probability": 0.9873046875}, {"start": 1006.26, "end": 1006.44, "word": " بعض", "probability": 0.99560546875}, {"start": 1006.44, "end": 1006.78, "word": " اللي", "probability": 0.778076171875}, {"start": 1006.78, "end": 1007.1, "word": " ايضا", "probability": 0.78466796875}, {"start": 1007.1, "end": 1007.84, "word": " احسب", "probability": 0.79541015625}, {"start": 1007.84, "end": 1008.72, "word": " ال", "probability": 0.50830078125}, {"start": 1008.72, "end": 1008.92, "word": " ..", "probability": 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اللي اقل من ال minimum ياش confidence minimum confidence ال confidence تبع ايه هو .. هو ابقى عن ال support تبع ال .. ال .. عندي واي", "tokens": [4587, 1211, 8315, 281, 8460, 1975, 12610, 44049, 11532, 6352, 6156, 3215, 3224, 8717, 5016, 35457, 13672, 1829, 8032, 28259, 4032, 8717, 14851, 12984, 1863, 7578, 13672, 1829, 1975, 4117, 2655, 2288, 4386, 13672, 1829, 1975, 4587, 1211, 9154, 3224, 4032, 34105, 8717, 36178, 25124, 1829, 38207, 5296, 8315, 8717, 8460, 11532, 4474, 4032, 8717, 14851, 12984, 1863, 7578, 13672, 1829, 1975, 4587, 1211, 9154, 2423, 7285, 7251, 33599, 6687, 7285, 6687, 2423, 6687, 6055, 3555, 3615, 1975, 1829, 3224, 31439, 4386, 31439, 48127, 4587, 7578, 18871, 2423, 1406, 6055, 3555, 3615, 2423, 4386, 2423, 4386, 18871, 16254, 36764, 1829], "avg_logprob": -0.36293315415335176, "compression_ratio": 1.8598130841121496, "no_speech_prob": 0.0, "words": [{"start": 1011.94, "end": 1012.42, "word": "قلنا", "probability": 0.6654866536458334}, {"start": 1012.42, "end": 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{"id": 59, "seek": 169043, "start": 1666.15, "end": 1690.43, "text": "association rules لأن مش كل هذه الـ association rules بتضلها هده كلهم candidates حسب ال confidence تبقى كل rule بتبيز كده تضلها ولا لأ okay هندي أربع items can be presented بعض أعمل منهم أربعاش association rules okay الآن ال letters هذي هذي ال letters زي هذيك ال letters بس هذي ال rules okay هذي ال node الواحدة هنا مانعنياش", "tokens": [49146, 399, 4474, 5296, 33456, 37893, 28242, 29538, 2423, 39184, 14598, 4474, 39894, 11242, 1211, 11296, 8032, 3215, 3224, 28242, 16095, 11255, 11331, 35457, 2423, 6687, 6055, 3555, 4587, 7578, 28242, 4978, 39894, 3555, 1829, 11622, 9122, 3215, 3224, 6055, 11242, 1211, 11296, 49429, 5296, 10721, 1392, 8032, 1863, 16254, 5551, 25513, 3615, 4754, 393, 312, 8212, 45030, 11242, 5551, 25957, 1211, 9154, 16095, 5551, 25513, 3615, 33599, 14598, 4474, 1392, 6024, 48506, 2423, 7825, 8032, 8848, 1829, 8032, 8848, 1829, 2423, 7825, 30767, 1829, 8032, 8848, 1829, 4117, 2423, 7825, 4724, 3794, 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{"start": 1937.5, "end": 1938.24, "word": " نعمل", "probability": 0.9646809895833334}, {"start": 1938.24, "end": 1938.82, "word": " pruning", "probability": 0.6346435546875}, {"start": 1938.82, "end": 1939.04, "word": " على", "probability": 0.8828125}, {"start": 1939.04, "end": 1939.36, "word": " اساس", "probability": 0.84912109375}, {"start": 1939.36, "end": 1939.52, "word": " ال", "probability": 0.95556640625}, {"start": 1939.52, "end": 1939.52, "word": " confidence", "probability": 0.8779296875}, {"start": 1939.52, "end": 1939.64, "word": " على", "probability": 0.87841796875}, {"start": 1939.64, "end": 1940.0, "word": " اساس", "probability": 0.90869140625}, {"start": 1940.0, "end": 1940.2, "word": " ال", "probability": 0.96923828125}, {"start": 1940.2, "end": 1940.62, "word": " confidence", "probability": 0.9873046875}, {"start": 1940.62, "end": 1942.16, "word": " على", "probability": 0.434326171875}, {"start": 1942.16, "end": 1942.52, "word": " اساس", "probability": 0.96533203125}, 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1960.91, "word": " الآن", "probability": 0.6044921875}, {"start": 1960.91, "end": 1961.11, "word": " بد", "probability": 0.6689453125}, {"start": 1961.11, "end": 1961.55, "word": " أحسب", "probability": 0.808349609375}, {"start": 1961.55, "end": 1961.71, "word": " ال", "probability": 0.9658203125}, {"start": 1961.71, "end": 1962.31, "word": " confidence", "probability": 0.9873046875}, {"start": 1962.31, "end": 1962.83, "word": " قبل", "probability": 0.803955078125}, {"start": 1962.83, "end": 1962.95, "word": " ما", "probability": 0.85009765625}, {"start": 1962.95, "end": 1963.37, "word": " أحسب", "probability": 0.94921875}, {"start": 1963.37, "end": 1963.51, "word": " ال", "probability": 0.91064453125}, {"start": 1963.51, "end": 1963.99, "word": " confidence", "probability": 0.98486328125}, {"start": 1963.99, "end": 1964.95, "word": " لجيت", "probability": 0.9309895833333334}, {"start": 1964.95, "end": 1965.19, "word": " أن", "probability": 0.826171875}, {"start": 1965.19, "end": 1965.59, "word": " هذا", "probability": 0.8642578125}, {"start": 1965.59, "end": 1965.85, "word": " ال", "probability": 0.476806640625}, {"start": 1965.85, "end": 1966.43, "word": " rule", "probability": 0.755859375}, {"start": 1966.43, "end": 1966.63, "word": " ال", "probability": 0.77294921875}, {"start": 1966.63, "end": 1967.25, "word": " consequent", "probability": 0.869140625}, {"start": 1967.25, "end": 1968.27, "word": " بيحتوي", "probability": 0.639404296875}], "temperature": 1.0}, {"id": 70, "seek": 200043, "start": 1973.07, "end": 2000.43, "text": "على subset هذا ال subset مطابق لل subset تبع low confidence role يعني في جهة انا على طول بعلمها low confidence بدون ما احسب okay صح لأ خلّي بالك انه التوفير اللي انا بغفره في اني انا محسبش هنا تقريبا بسيط ليش لأن حسبة ال confidence تبع جوجل هي عبارة عن ال support تبع", "tokens": [3615, 23942, 25993, 23758, 2423, 25993, 3714, 9566, 16758, 4587, 24976, 25993, 6055, 3555, 3615, 2295, 6687, 3090, 37495, 22653, 8978, 10874, 3224, 3660, 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