| {"arabic": {"f1": 0.6442740029040547, "accuracy": 0.6402298850574712, "confusion_matrix": [[178, 86, 26], [45, 183, 62], [10, 84, 196]]}, "english": {"f1": 0.7057678593082327, "accuracy": 0.7068965517241379, "confusion_matrix": [[232, 48, 10], [85, 166, 39], [15, 58, 217]]}, "french": {"f1": 0.7057233249171375, "accuracy": 0.7057471264367816, "confusion_matrix": [[217, 47, 26], [32, 217, 41], [32, 78, 180]]}, "german": {"f1": 0.740952127201128, "accuracy": 0.7413793103448276, "confusion_matrix": [[221, 40, 29], [53, 198, 39], [24, 40, 226]]}, "hindi": {"f1": 0.48776920064887846, "accuracy": 0.5045977011494253, "confusion_matrix": [[231, 37, 22], [154, 92, 44], [133, 41, 116]]}, "italian": {"f1": 0.6882304946766388, "accuracy": 0.6873563218390805, "confusion_matrix": [[177, 73, 40], [24, 206, 60], [17, 58, 215]]}, "portuguese": {"f1": 0.7074958241100616, "accuracy": 0.7080459770114943, "confusion_matrix": [[199, 62, 29], [50, 186, 54], [15, 44, 231]]}, "spanish": {"f1": 0.6769025958446248, "accuracy": 0.6770114942528735, "confusion_matrix": [[196, 67, 27], [57, 172, 61], [14, 55, 221]]}, "all": {"f1": 0.6715940327292139, "accuracy": 0.6714080459770115, "confusion_matrix": [[1651, 460, 209], [500, 1420, 400], [260, 458, 1602]]}} |