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{"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, 1211, 9154, 2423, 1406, 9673, 9566, 1211, 37746, 5551, 4587, 1211, 9154, 2423, 7285, 1406, 9673, 5172, 32887, 11242, 7251, 30544, 5551, 4587, 1211, 9154, 2423, 7893, 9673, 9566, 1211, 37746, 19446, 3224, 2407, 1975, 1829, 8592, 2423, 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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", "probability": 0.68994140625}, {"start": 746.17, "end": 746.39, "word": " اللي", "probability": 0.69873046875}, {"start": 746.39, "end": 746.71, "word": " هو", "probability": 0.97607421875}, 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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, 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"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": 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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, 8032, 8848, 1829, 2423, 4474, 1392, 8032, 8848, 1829, 2423, 9984, 2423, 14407, 24401, 3660, 34105, 3714, 7649, 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{"start": 1892.47, "end": 1892.85, "word": " رول", "probability": 0.7110595703125}, {"start": 1892.85, "end": 1896.13, "word": " أخرى", "probability": 0.7246907552083334}, {"start": 1896.13, "end": 1896.81, "word": " ..", "probability": 0.1124267578125}, {"start": 1896.81, "end": 1899.01, "word": " أي", "probability": 0.39404296875}, {"start": 1899.01, "end": 1899.25, "word": " رول", "probability": 0.970947265625}, {"start": 1899.25, "end": 1899.65, "word": " أخرى", "probability": 0.9651692708333334}, {"start": 1899.65, "end": 1899.85, "word": " ال", "probability": 0.47802734375}, {"start": 1899.85, "end": 1900.35, "word": " condition", "probability": 0.8720703125}, {"start": 1900.35, "end": 1901.07, "word": " تبعها", "probability": 0.9288330078125}, {"start": 1901.07, "end": 1901.95, "word": " ..", "probability": 0.304931640625}, {"start": 1901.95, "end": 1904.99, "word": " أي", "probability": 0.313232421875}, {"start": 1904.99, "end": 1905.19, "word": " رول", "probability": 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" ال", "probability": 0.97900390625}, {"start": 1934.7, "end": 1934.92, "word": " item", "probability": 0.66015625}, {"start": 1934.92, "end": 1935.2, "word": " sets", "probability": 0.1483154296875}, {"start": 1935.2, "end": 1935.42, "word": " كنا", "probability": 0.910400390625}, {"start": 1935.42, "end": 1935.64, "word": " ندور", "probability": 0.96533203125}, {"start": 1935.64, "end": 1935.84, "word": " احنا", "probability": 0.896484375}, {"start": 1935.84, "end": 1935.98, "word": " على", "probability": 0.64208984375}, {"start": 1935.98, "end": 1936.04, "word": " ال", "probability": 0.8798828125}, {"start": 1936.04, "end": 1936.3, "word": " support", "probability": 0.9814453125}, {"start": 1936.3, "end": 1936.96, "word": " هنا", "probability": 0.88037109375}, {"start": 1936.96, "end": 1937.5, "word": " سدنا", "probability": 0.5930989583333334}, {"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}, {"start": 1942.52, "end": 1942.68, "word": " ال", "probability": 0.95703125}, {"start": 1942.68, "end": 1942.84, "word": " confidence", "probability": 0.9775390625}, {"start": 1942.84, "end": 1943.08, "word": " بس", "probability": 0.900146484375}, {"start": 1943.08, "end": 1943.42, "word": " كيف", "probability": 0.989013671875}], "temperature": 1.0}, {"id": 69, "seek": 196827, "start": 1945.77, "end": 1968.27, "text": "حسبت أن هذه من خلال المعادلة حسبت ال confidence بتاعي أقل من ال minimum فعلمت أن هذه low confidence وحسيت أثنينها لأن بعد شوية عملت generate ل other rules لجيت أنه الآن بد أحسب ال confidence قبل ما أحسب ال confidence لجيت أن هذا ال rule ال consequent بيحتوي", "tokens": [5016, 3794, 3555, 2655, 14739, 29538, 9154, 16490, 1211, 6027, 9673, 3615, 18513, 37977, 11331, 35457, 2655, 2423, 6687, 39894, 45761, 1829, 5551, 4587, 1211, 9154, 2423, 7285, 6156, 3615, 19528, 2655, 14739, 29538, 2295, 6687, 4032, 5016, 3794, 36081, 5551, 12984, 1863, 9957, 11296, 5296, 33456, 39182, 13412, 2407, 10632, 6225, 42213, 2655, 8460, 5296, 661, 4474, 5296, 7435, 36081, 14739, 3224, 6024, 48506, 47525, 5551, 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"probability": 0.8779296875}, {"start": 1949.73, "end": 1950.21, "word": " بتاعي", "probability": 0.4543863932291667}, {"start": 1950.21, "end": 1951.13, "word": " أقل", "probability": 0.793212890625}, {"start": 1951.13, "end": 1951.47, "word": " من", "probability": 0.96435546875}, {"start": 1951.47, "end": 1951.71, "word": " ال", "probability": 0.8056640625}, {"start": 1951.71, "end": 1952.05, "word": " minimum", "probability": 0.97802734375}, {"start": 1952.05, "end": 1953.53, "word": " فعلمت", "probability": 0.88330078125}, {"start": 1953.53, "end": 1953.69, "word": " أن", "probability": 0.5849609375}, {"start": 1953.69, "end": 1954.05, "word": " هذه", "probability": 0.6650390625}, {"start": 1954.05, "end": 1954.25, "word": " low", "probability": 0.83837890625}, {"start": 1954.25, "end": 1954.81, "word": " confidence", "probability": 0.955078125}, {"start": 1954.81, "end": 1955.29, "word": " وحسيت", "probability": 0.578125}, {"start": 1955.29, "end": 1955.99, "word": " أثنينها", 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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, 1975, 8315, 15844, 23032, 12610, 4724, 3615, 19528, 11296, 2295, 6687, 47525, 11536, 19446, 1975, 5016, 35457, 1392, 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