ghost-typer / docs /sweep.json
tmickleydoyle's picture
ghost-typer: float32 transformers model, compiler and docs
c160abb
Raw History Blame Contribute Delete
39.3 kB
{
"target_precision": 0.9,
"max_export_mb": 50,
"heldout": {
"prompts": 711,
"wildchat": 1000
},
"best": {
"settings": {
"n_prev": 3,
"smoothing": "kn",
"discount": 0.75,
"phrase_weight": 1,
"prompt_weight": 1,
"reply_weight": 1,
"wildchat_weight": 1.0,
"max_vocab": 1000000,
"min_word_count": 2,
"min_count": 2,
"param_target": 400000000
},
"vocab": 29806,
"min_context_count": 2,
"contexts_seen": 2500960,
"contexts_kept": 475253,
"export_mb": 20.1,
"best": {
"tau": 0.71,
"min_support": 0,
"precision": 0.9022,
"coverage": 0.3755,
"keystrokes_saved": 0.2229,
"shown": 40678
},
"per_set": {
"prompts": {
"precision": 0.9069,
"coverage": 0.3945,
"keystrokes_saved": 0.2301,
"shown": 16362
},
"wildchat": {
"precision": 0.899,
"coverage": 0.3637,
"keystrokes_saved": 0.2184,
"shown": 24316
}
},
"seconds": 108.2
},
"runs": [
{
"settings": {
"n_prev": 3,
"smoothing": "kn",
"discount": 0.75,
"phrase_weight": 1,
"prompt_weight": 1,
"reply_weight": 1,
"wildchat_weight": 0.0,
"max_vocab": 1000000,
"min_word_count": 1,
"min_count": 2,
"param_target": 400000000
},
"vocab": 13992,
"min_context_count": 2,
"contexts_seen": 558413,
"contexts_kept": 106706,
"export_mb": 4.0,
"best": {
"tau": 0.88,
"min_support": 0,
"precision": 0.9004,
"coverage": 0.2136,
"keystrokes_saved": 0.1137,
"shown": 23143
},
"per_set": {
"prompts": {
"precision": 0.9507,
"coverage": 0.3078,
"keystrokes_saved": 0.1878,
"shown": 12765
},
"wildchat": {
"precision": 0.8384,
"coverage": 0.1552,
"keystrokes_saved": 0.0676,
"shown": 10378
}
},
"seconds": 42.1
},
{
"settings": {
"n_prev": 3,
"smoothing": "kn",
"discount": 0.75,
"phrase_weight": 1,
"prompt_weight": 1,
"reply_weight": 1,
"wildchat_weight": 0.3,
"max_vocab": 1000000,
"min_word_count": 1,
"min_count": 2,
"param_target": 400000000
},
"vocab": 21373,
"min_context_count": 2,
"contexts_seen": 2399728,
"contexts_kept": 146848,
"export_mb": 12.1,
"best": {
"tau": 0.7,
"min_support": 0,
"precision": 0.9029,
"coverage": 0.3606,
"keystrokes_saved": 0.2097,
"shown": 39064
},
"per_set": {
"prompts": {
"precision": 0.9169,
"coverage": 0.4014,
"keystrokes_saved": 0.2381,
"shown": 16647
},
"wildchat": {
"precision": 0.8926,
"coverage": 0.3353,
"keystrokes_saved": 0.1921,
"shown": 22417
}
},
"seconds": 73.6
},
{
"settings": {
"n_prev": 3,
"smoothing": "kn",
"discount": 0.75,
"phrase_weight": 1,
"prompt_weight": 1,
"reply_weight": 1,
"wildchat_weight": 1.0,
"max_vocab": 1000000,
"min_word_count": 1,
"min_count": 2,
"param_target": 400000000
},
"vocab": 58645,
"min_context_count": 2,
"contexts_seen": 2659617,
"contexts_kept": 467891,
"export_mb": 18.8,
"best": {
"tau": 0.72,
"min_support": 0,
"precision": 0.9033,
"coverage": 0.373,
"keystrokes_saved": 0.2224,
"shown": 40408
},
"per_set": {
"prompts": {
"precision": 0.9091,
"coverage": 0.3916,
"keystrokes_saved": 0.2298,
"shown": 16243
},
"wildchat": {
"precision": 0.8995,
"coverage": 0.3614,
"keystrokes_saved": 0.2178,
"shown": 24165
}
},
"seconds": 156.6
},
{
"settings": {
"n_prev": 3,
"smoothing": "kn",
"discount": 0.75,
"phrase_weight": 1,
"prompt_weight": 1,
"reply_weight": 1,
"wildchat_weight": 3.0,
"max_vocab": 1000000,
"min_word_count": 1,
"min_count": 2,
"param_target": 400000000
},
"vocab": 58645,
"min_context_count": 2,
"contexts_seen": 2659617,
"contexts_kept": 2267157,
"export_mb": 55.7,
"best": {
"tau": 0.83,
"min_support": 0,
"precision": 0.9046,
"coverage": 0.3432,
"keystrokes_saved": 0.2053,
"shown": 37183
},
"per_set": {
"prompts": {
"precision": 0.9224,
"coverage": 0.3373,
"keystrokes_saved": 0.1922,
"shown": 13989
},
"wildchat": {
"precision": 0.8939,
"coverage": 0.3469,
"keystrokes_saved": 0.2134,
"shown": 23194
}
},
"seconds": 223.2
},
{
"settings": {
"n_prev": 3,
"smoothing": "kn",
"discount": 0.75,
"phrase_weight": 1,
"prompt_weight": 1,
"reply_weight": 1,
"wildchat_weight": 1.0,
"max_vocab": 1000000,
"min_word_count": 1,
"min_count": 3,
"param_target": 400000000
},
"vocab": 58645,
"min_context_count": 3,
"contexts_seen": 2659617,
"contexts_kept": 229805,
"export_mb": 13.3,
"best": {
"tau": 0.7,
"min_support": 0,
"precision": 0.9014,
"coverage": 0.3731,
"keystrokes_saved": 0.2204,
"shown": 40422
},
"per_set": {
"prompts": {
"precision": 0.9103,
"coverage": 0.3936,
"keystrokes_saved": 0.2297,
"shown": 16325
},
"wildchat": {
"precision": 0.8955,
"coverage": 0.3604,
"keystrokes_saved": 0.2145,
"shown": 24097
}
},
"seconds": 196.3
},
{
"settings": {
"n_prev": 3,
"smoothing": "kn",
"discount": 0.75,
"phrase_weight": 1,
"prompt_weight": 1,
"reply_weight": 1,
"wildchat_weight": 1.0,
"max_vocab": 1000000,
"min_word_count": 1,
"min_count": 5,
"param_target": 400000000
},
"vocab": 58645,
"min_context_count": 5,
"contexts_seen": 2659617,
"contexts_kept": 114217,
"export_mb": 10.1,
"best": {
"tau": 0.69,
"min_support": 0,
"precision": 0.902,
"coverage": 0.3663,
"keystrokes_saved": 0.2135,
"shown": 39686
},
"per_set": {
"prompts": {
"precision": 0.9125,
"coverage": 0.389,
"keystrokes_saved": 0.225,
"shown": 16133
},
"wildchat": {
"precision": 0.8947,
"coverage": 0.3523,
"keystrokes_saved": 0.2064,
"shown": 23553
}
},
"seconds": 142.9
},
{
"settings": {
"n_prev": 3,
"smoothing": "kn",
"discount": 0.75,
"phrase_weight": 1,
"prompt_weight": 1,
"reply_weight": 1,
"wildchat_weight": 1.0,
"max_vocab": 1000000,
"min_word_count": 2,
"min_count": 2,
"param_target": 400000000
},
"vocab": 29806,
"min_context_count": 2,
"contexts_seen": 2500960,
"contexts_kept": 475253,
"export_mb": 20.1,
"best": {
"tau": 0.71,
"min_support": 0,
"precision": 0.9022,
"coverage": 0.3755,
"keystrokes_saved": 0.2229,
"shown": 40678
},
"per_set": {
"prompts": {
"precision": 0.9069,
"coverage": 0.3945,
"keystrokes_saved": 0.2301,
"shown": 16362
},
"wildchat": {
"precision": 0.899,
"coverage": 0.3637,
"keystrokes_saved": 0.2184,
"shown": 24316
}
},
"seconds": 108.2
},
{
"settings": {
"n_prev": 3,
"smoothing": "kn",
"discount": 0.75,
"phrase_weight": 1,
"prompt_weight": 1,
"reply_weight": 1,
"wildchat_weight": 1.0,
"max_vocab": 1000000,
"min_word_count": 2,
"min_count": 3,
"param_target": 400000000
},
"vocab": 29806,
"min_context_count": 3,
"contexts_seen": 2500960,
"contexts_kept": 232975,
"export_mb": 14.5,
"best": {
"tau": 0.7,
"min_support": 0,
"precision": 0.9041,
"coverage": 0.3705,
"keystrokes_saved": 0.2184,
"shown": 40137
},
"per_set": {
"prompts": {
"precision": 0.9127,
"coverage": 0.3916,
"keystrokes_saved": 0.2279,
"shown": 16240
},
"wildchat": {
"precision": 0.8982,
"coverage": 0.3574,
"keystrokes_saved": 0.2124,
"shown": 23897
}
},
"seconds": 100.7
},
{
"settings": {
"n_prev": 3,
"smoothing": "kn",
"discount": 0.75,
"phrase_weight": 1,
"prompt_weight": 1,
"reply_weight": 1,
"wildchat_weight": 1.0,
"max_vocab": 1000000,
"min_word_count": 2,
"min_count": 5,
"param_target": 400000000
},
"vocab": 29806,
"min_context_count": 5,
"contexts_seen": 2500960,
"contexts_kept": 115633,
"export_mb": 11.3,
"best": {
"tau": 0.68,
"min_support": 0,
"precision": 0.9012,
"coverage": 0.3682,
"keystrokes_saved": 0.2144,
"shown": 39887
},
"per_set": {
"prompts": {
"precision": 0.9119,
"coverage": 0.3915,
"keystrokes_saved": 0.2271,
"shown": 16236
},
"wildchat": {
"precision": 0.8939,
"coverage": 0.3537,
"keystrokes_saved": 0.2065,
"shown": 23651
}
},
"seconds": 96.4
},
{
"settings": {
"n_prev": 3,
"smoothing": "kn",
"discount": 0.75,
"phrase_weight": 1,
"prompt_weight": 1,
"reply_weight": 1,
"wildchat_weight": 1.0,
"max_vocab": 1000000,
"min_word_count": 3,
"min_count": 2,
"param_target": 400000000
},
"vocab": 21320,
"min_context_count": 2,
"contexts_seen": 2417381,
"contexts_kept": 460657,
"export_mb": 20.0,
"best": {
"tau": 0.7,
"min_support": 0,
"precision": 0.9011,
"coverage": 0.3754,
"keystrokes_saved": 0.2224,
"shown": 40674
},
"per_set": {
"prompts": {
"precision": 0.9051,
"coverage": 0.3969,
"keystrokes_saved": 0.2311,
"shown": 16462
},
"wildchat": {
"precision": 0.8984,
"coverage": 0.3621,
"keystrokes_saved": 0.2169,
"shown": 24212
}
},
"seconds": 83.9
},
{
"settings": {
"n_prev": 3,
"smoothing": "kn",
"discount": 0.75,
"phrase_weight": 1,
"prompt_weight": 1,
"reply_weight": 1,
"wildchat_weight": 1.0,
"max_vocab": 1000000,
"min_word_count": 3,
"min_count": 3,
"param_target": 400000000
},
"vocab": 21320,
"min_context_count": 3,
"contexts_seen": 2417381,
"contexts_kept": 235377,
"export_mb": 14.7,
"best": {
"tau": 0.69,
"min_support": 0,
"precision": 0.9027,
"coverage": 0.3713,
"keystrokes_saved": 0.2189,
"shown": 40229
},
"per_set": {
"prompts": {
"precision": 0.9109,
"coverage": 0.3939,
"keystrokes_saved": 0.2293,
"shown": 16336
},
"wildchat": {
"precision": 0.897,
"coverage": 0.3574,
"keystrokes_saved": 0.2124,
"shown": 23893
}
},
"seconds": 80.3
},
{
"settings": {
"n_prev": 3,
"smoothing": "kn",
"discount": 0.75,
"phrase_weight": 1,
"prompt_weight": 1,
"reply_weight": 1,
"wildchat_weight": 1.0,
"max_vocab": 1000000,
"min_word_count": 3,
"min_count": 5,
"param_target": 400000000
},
"vocab": 21320,
"min_context_count": 5,
"contexts_seen": 2417381,
"contexts_kept": 116695,
"export_mb": 11.5,
"best": {
"tau": 0.68,
"min_support": 0,
"precision": 0.9032,
"coverage": 0.3648,
"keystrokes_saved": 0.2128,
"shown": 39524
},
"per_set": {
"prompts": {
"precision": 0.9138,
"coverage": 0.3897,
"keystrokes_saved": 0.2257,
"shown": 16164
},
"wildchat": {
"precision": 0.8959,
"coverage": 0.3494,
"keystrokes_saved": 0.2047,
"shown": 23360
}
},
"seconds": 77.5
},
{
"settings": {
"n_prev": 4,
"smoothing": "kn",
"discount": 0.75,
"phrase_weight": 1,
"prompt_weight": 1,
"reply_weight": 1,
"wildchat_weight": 1.0,
"max_vocab": 1000000,
"min_word_count": 2,
"min_count": 2,
"param_target": 400000000
},
"vocab": 29806,
"min_context_count": 2,
"contexts_seen": 3699956,
"contexts_kept": 577988,
"export_mb": 23.4,
"best": {
"tau": 0.72,
"min_support": 0,
"precision": 0.9026,
"coverage": 0.3714,
"keystrokes_saved": 0.2212,
"shown": 40231
},
"per_set": {
"prompts": {
"precision": 0.9079,
"coverage": 0.3896,
"keystrokes_saved": 0.2278,
"shown": 16157
},
"wildchat": {
"precision": 0.8991,
"coverage": 0.3601,
"keystrokes_saved": 0.2171,
"shown": 24074
}
},
"seconds": 116.8
},
{
"settings": {
"n_prev": 5,
"smoothing": "kn",
"discount": 0.75,
"phrase_weight": 1,
"prompt_weight": 1,
"reply_weight": 1,
"wildchat_weight": 1.0,
"max_vocab": 1000000,
"min_word_count": 2,
"min_count": 2,
"param_target": 400000000
},
"vocab": 29806,
"min_context_count": 2,
"contexts_seen": 4926811,
"contexts_kept": 669345,
"export_mb": 26.5,
"best": {
"tau": 0.73,
"min_support": 0,
"precision": 0.9024,
"coverage": 0.3679,
"keystrokes_saved": 0.2196,
"shown": 39857
},
"per_set": {
"prompts": {
"precision": 0.9069,
"coverage": 0.386,
"keystrokes_saved": 0.2256,
"shown": 16007
},
"wildchat": {
"precision": 0.8994,
"coverage": 0.3567,
"keystrokes_saved": 0.2158,
"shown": 23850
}
},
"seconds": 131.2
},
{
"settings": {
"n_prev": 7,
"smoothing": "kn",
"discount": 0.75,
"phrase_weight": 1,
"prompt_weight": 1,
"reply_weight": 1,
"wildchat_weight": 1.0,
"max_vocab": 1000000,
"min_word_count": 2,
"min_count": 2,
"param_target": 400000000
},
"vocab": 29806,
"min_context_count": 2,
"contexts_seen": 7417978,
"contexts_kept": 835215,
"export_mb": 32.7,
"best": {
"tau": 0.74,
"min_support": 0,
"precision": 0.9026,
"coverage": 0.3638,
"keystrokes_saved": 0.2159,
"shown": 39417
},
"per_set": {
"prompts": {
"precision": 0.9078,
"coverage": 0.3818,
"keystrokes_saved": 0.2198,
"shown": 15833
},
"wildchat": {
"precision": 0.8991,
"coverage": 0.3527,
"keystrokes_saved": 0.2135,
"shown": 23584
}
},
"seconds": 135.4
}
],
"best_grid": [
{
"tau": 0.5,
"min_support": 0,
"precision": 0.8067,
"coverage": 0.4924,
"keystrokes_saved": 0.2724,
"shown": 53347
},
{
"tau": 0.5,
"min_support": 2,
"precision": 0.8067,
"coverage": 0.4923,
"keystrokes_saved": 0.2723,
"shown": 53330
},
{
"tau": 0.5,
"min_support": 5,
"precision": 0.8242,
"coverage": 0.3821,
"keystrokes_saved": 0.2112,
"shown": 41390
},
{
"tau": 0.51,
"min_support": 0,
"precision": 0.8134,
"coverage": 0.4848,
"keystrokes_saved": 0.2703,
"shown": 52516
},
{
"tau": 0.51,
"min_support": 2,
"precision": 0.8134,
"coverage": 0.4846,
"keystrokes_saved": 0.2703,
"shown": 52500
},
{
"tau": 0.51,
"min_support": 5,
"precision": 0.8301,
"coverage": 0.3759,
"keystrokes_saved": 0.2094,
"shown": 40728
},
{
"tau": 0.52,
"min_support": 0,
"precision": 0.8189,
"coverage": 0.4793,
"keystrokes_saved": 0.2685,
"shown": 51922
},
{
"tau": 0.52,
"min_support": 2,
"precision": 0.8189,
"coverage": 0.4791,
"keystrokes_saved": 0.2684,
"shown": 51908
},
{
"tau": 0.52,
"min_support": 5,
"precision": 0.8346,
"coverage": 0.3718,
"keystrokes_saved": 0.2079,
"shown": 40277
},
{
"tau": 0.53,
"min_support": 0,
"precision": 0.8241,
"coverage": 0.4738,
"keystrokes_saved": 0.2663,
"shown": 51332
},
{
"tau": 0.53,
"min_support": 2,
"precision": 0.8241,
"coverage": 0.4737,
"keystrokes_saved": 0.2663,
"shown": 51318
},
{
"tau": 0.53,
"min_support": 5,
"precision": 0.8392,
"coverage": 0.3676,
"keystrokes_saved": 0.2061,
"shown": 39820
},
{
"tau": 0.54,
"min_support": 0,
"precision": 0.8294,
"coverage": 0.4669,
"keystrokes_saved": 0.2647,
"shown": 50581
},
{
"tau": 0.54,
"min_support": 2,
"precision": 0.8294,
"coverage": 0.4668,
"keystrokes_saved": 0.2647,
"shown": 50567
},
{
"tau": 0.54,
"min_support": 5,
"precision": 0.8443,
"coverage": 0.3619,
"keystrokes_saved": 0.2049,
"shown": 39202
},
{
"tau": 0.55,
"min_support": 0,
"precision": 0.834,
"coverage": 0.4612,
"keystrokes_saved": 0.2628,
"shown": 49967
},
{
"tau": 0.55,
"min_support": 2,
"precision": 0.834,
"coverage": 0.4611,
"keystrokes_saved": 0.2627,
"shown": 49953
},
{
"tau": 0.55,
"min_support": 5,
"precision": 0.8482,
"coverage": 0.3575,
"keystrokes_saved": 0.2033,
"shown": 38725
},
{
"tau": 0.56,
"min_support": 0,
"precision": 0.8379,
"coverage": 0.4563,
"keystrokes_saved": 0.2611,
"shown": 49436
},
{
"tau": 0.56,
"min_support": 2,
"precision": 0.8379,
"coverage": 0.4562,
"keystrokes_saved": 0.261,
"shown": 49422
},
{
"tau": 0.56,
"min_support": 5,
"precision": 0.8516,
"coverage": 0.3535,
"keystrokes_saved": 0.2018,
"shown": 38300
},
{
"tau": 0.57,
"min_support": 0,
"precision": 0.8419,
"coverage": 0.4512,
"keystrokes_saved": 0.2582,
"shown": 48881
},
{
"tau": 0.57,
"min_support": 2,
"precision": 0.8419,
"coverage": 0.4511,
"keystrokes_saved": 0.2582,
"shown": 48867
},
{
"tau": 0.57,
"min_support": 5,
"precision": 0.8553,
"coverage": 0.3495,
"keystrokes_saved": 0.1996,
"shown": 37865
},
{
"tau": 0.58,
"min_support": 0,
"precision": 0.8459,
"coverage": 0.4458,
"keystrokes_saved": 0.2562,
"shown": 48293
},
{
"tau": 0.58,
"min_support": 2,
"precision": 0.8459,
"coverage": 0.4456,
"keystrokes_saved": 0.2562,
"shown": 48279
},
{
"tau": 0.58,
"min_support": 5,
"precision": 0.8587,
"coverage": 0.3453,
"keystrokes_saved": 0.198,
"shown": 37411
},
{
"tau": 0.59,
"min_support": 0,
"precision": 0.8498,
"coverage": 0.4412,
"keystrokes_saved": 0.2545,
"shown": 47797
},
{
"tau": 0.59,
"min_support": 2,
"precision": 0.8498,
"coverage": 0.4411,
"keystrokes_saved": 0.2544,
"shown": 47783
},
{
"tau": 0.59,
"min_support": 5,
"precision": 0.8625,
"coverage": 0.3418,
"keystrokes_saved": 0.1968,
"shown": 37027
},
{
"tau": 0.6,
"min_support": 0,
"precision": 0.8541,
"coverage": 0.4363,
"keystrokes_saved": 0.2529,
"shown": 47265
},
{
"tau": 0.6,
"min_support": 2,
"precision": 0.8541,
"coverage": 0.4362,
"keystrokes_saved": 0.2529,
"shown": 47251
},
{
"tau": 0.6,
"min_support": 5,
"precision": 0.866,
"coverage": 0.3379,
"keystrokes_saved": 0.1953,
"shown": 36602
},
{
"tau": 0.61,
"min_support": 0,
"precision": 0.8583,
"coverage": 0.4311,
"keystrokes_saved": 0.251,
"shown": 46700
},
{
"tau": 0.61,
"min_support": 2,
"precision": 0.8583,
"coverage": 0.4309,
"keystrokes_saved": 0.2509,
"shown": 46686
},
{
"tau": 0.61,
"min_support": 5,
"precision": 0.87,
"coverage": 0.3336,
"keystrokes_saved": 0.1935,
"shown": 36137
},
{
"tau": 0.62,
"min_support": 0,
"precision": 0.8626,
"coverage": 0.4257,
"keystrokes_saved": 0.2484,
"shown": 46114
},
{
"tau": 0.62,
"min_support": 2,
"precision": 0.8626,
"coverage": 0.4255,
"keystrokes_saved": 0.2484,
"shown": 46101
},
{
"tau": 0.62,
"min_support": 5,
"precision": 0.8741,
"coverage": 0.3292,
"keystrokes_saved": 0.1914,
"shown": 35659
},
{
"tau": 0.63,
"min_support": 0,
"precision": 0.8672,
"coverage": 0.4197,
"keystrokes_saved": 0.2455,
"shown": 45470
},
{
"tau": 0.63,
"min_support": 2,
"precision": 0.8672,
"coverage": 0.4196,
"keystrokes_saved": 0.2455,
"shown": 45457
},
{
"tau": 0.63,
"min_support": 5,
"precision": 0.8776,
"coverage": 0.3245,
"keystrokes_saved": 0.1889,
"shown": 35152
},
{
"tau": 0.64,
"min_support": 0,
"precision": 0.8734,
"coverage": 0.4134,
"keystrokes_saved": 0.2412,
"shown": 44790
},
{
"tau": 0.64,
"min_support": 2,
"precision": 0.8734,
"coverage": 0.4133,
"keystrokes_saved": 0.2412,
"shown": 44777
},
{
"tau": 0.64,
"min_support": 5,
"precision": 0.884,
"coverage": 0.3194,
"keystrokes_saved": 0.1852,
"shown": 34607
},
{
"tau": 0.65,
"min_support": 0,
"precision": 0.8779,
"coverage": 0.4072,
"keystrokes_saved": 0.2387,
"shown": 44116
},
{
"tau": 0.65,
"min_support": 2,
"precision": 0.8779,
"coverage": 0.4071,
"keystrokes_saved": 0.2386,
"shown": 44104
},
{
"tau": 0.65,
"min_support": 5,
"precision": 0.8878,
"coverage": 0.3143,
"keystrokes_saved": 0.1831,
"shown": 34049
},
{
"tau": 0.66,
"min_support": 0,
"precision": 0.8824,
"coverage": 0.4022,
"keystrokes_saved": 0.2363,
"shown": 43574
},
{
"tau": 0.66,
"min_support": 2,
"precision": 0.8824,
"coverage": 0.4021,
"keystrokes_saved": 0.2363,
"shown": 43562
},
{
"tau": 0.66,
"min_support": 5,
"precision": 0.8914,
"coverage": 0.3105,
"keystrokes_saved": 0.1814,
"shown": 33642
},
{
"tau": 0.67,
"min_support": 0,
"precision": 0.8869,
"coverage": 0.3966,
"keystrokes_saved": 0.2335,
"shown": 42968
},
{
"tau": 0.67,
"min_support": 2,
"precision": 0.887,
"coverage": 0.3965,
"keystrokes_saved": 0.2335,
"shown": 42956
},
{
"tau": 0.67,
"min_support": 5,
"precision": 0.8949,
"coverage": 0.3064,
"keystrokes_saved": 0.1792,
"shown": 33190
},
{
"tau": 0.68,
"min_support": 0,
"precision": 0.8908,
"coverage": 0.3903,
"keystrokes_saved": 0.2302,
"shown": 42283
},
{
"tau": 0.68,
"min_support": 2,
"precision": 0.8908,
"coverage": 0.3902,
"keystrokes_saved": 0.2302,
"shown": 42271
},
{
"tau": 0.68,
"min_support": 5,
"precision": 0.8981,
"coverage": 0.3013,
"keystrokes_saved": 0.1764,
"shown": 32642
},
{
"tau": 0.69,
"min_support": 0,
"precision": 0.8937,
"coverage": 0.3856,
"keystrokes_saved": 0.2275,
"shown": 41776
},
{
"tau": 0.69,
"min_support": 2,
"precision": 0.8937,
"coverage": 0.3855,
"keystrokes_saved": 0.2275,
"shown": 41764
},
{
"tau": 0.69,
"min_support": 5,
"precision": 0.9008,
"coverage": 0.2978,
"keystrokes_saved": 0.1744,
"shown": 32261
},
{
"tau": 0.7,
"min_support": 0,
"precision": 0.898,
"coverage": 0.3809,
"keystrokes_saved": 0.2252,
"shown": 41264
},
{
"tau": 0.7,
"min_support": 2,
"precision": 0.898,
"coverage": 0.3808,
"keystrokes_saved": 0.2252,
"shown": 41252
},
{
"tau": 0.7,
"min_support": 5,
"precision": 0.9046,
"coverage": 0.2941,
"keystrokes_saved": 0.1725,
"shown": 31857
},
{
"tau": 0.71,
"min_support": 0,
"precision": 0.9022,
"coverage": 0.3755,
"keystrokes_saved": 0.2229,
"shown": 40678
},
{
"tau": 0.71,
"min_support": 2,
"precision": 0.9022,
"coverage": 0.3754,
"keystrokes_saved": 0.2228,
"shown": 40666
},
{
"tau": 0.71,
"min_support": 5,
"precision": 0.9084,
"coverage": 0.2899,
"keystrokes_saved": 0.1708,
"shown": 31406
},
{
"tau": 0.72,
"min_support": 0,
"precision": 0.906,
"coverage": 0.3706,
"keystrokes_saved": 0.2208,
"shown": 40144
},
{
"tau": 0.72,
"min_support": 2,
"precision": 0.9061,
"coverage": 0.3704,
"keystrokes_saved": 0.2207,
"shown": 40132
},
{
"tau": 0.72,
"min_support": 5,
"precision": 0.9113,
"coverage": 0.2862,
"keystrokes_saved": 0.1694,
"shown": 31010
},
{
"tau": 0.73,
"min_support": 0,
"precision": 0.9093,
"coverage": 0.3661,
"keystrokes_saved": 0.2185,
"shown": 39660
},
{
"tau": 0.73,
"min_support": 2,
"precision": 0.9094,
"coverage": 0.366,
"keystrokes_saved": 0.2184,
"shown": 39650
},
{
"tau": 0.73,
"min_support": 5,
"precision": 0.914,
"coverage": 0.2829,
"keystrokes_saved": 0.1675,
"shown": 30647
},
{
"tau": 0.74,
"min_support": 0,
"precision": 0.9135,
"coverage": 0.3612,
"keystrokes_saved": 0.2146,
"shown": 39129
},
{
"tau": 0.74,
"min_support": 2,
"precision": 0.9135,
"coverage": 0.3611,
"keystrokes_saved": 0.2145,
"shown": 39119
},
{
"tau": 0.74,
"min_support": 5,
"precision": 0.9184,
"coverage": 0.2792,
"keystrokes_saved": 0.1643,
"shown": 30242
},
{
"tau": 0.75,
"min_support": 0,
"precision": 0.9167,
"coverage": 0.3561,
"keystrokes_saved": 0.2116,
"shown": 38574
},
{
"tau": 0.75,
"min_support": 2,
"precision": 0.9167,
"coverage": 0.356,
"keystrokes_saved": 0.2116,
"shown": 38565
},
{
"tau": 0.75,
"min_support": 5,
"precision": 0.9207,
"coverage": 0.2755,
"keystrokes_saved": 0.1621,
"shown": 29842
},
{
"tau": 0.76,
"min_support": 0,
"precision": 0.9198,
"coverage": 0.3507,
"keystrokes_saved": 0.2087,
"shown": 37989
},
{
"tau": 0.76,
"min_support": 2,
"precision": 0.9198,
"coverage": 0.3506,
"keystrokes_saved": 0.2087,
"shown": 37984
},
{
"tau": 0.76,
"min_support": 5,
"precision": 0.9237,
"coverage": 0.2717,
"keystrokes_saved": 0.1602,
"shown": 29430
},
{
"tau": 0.77,
"min_support": 0,
"precision": 0.9231,
"coverage": 0.3456,
"keystrokes_saved": 0.2056,
"shown": 37437
},
{
"tau": 0.77,
"min_support": 2,
"precision": 0.9231,
"coverage": 0.3455,
"keystrokes_saved": 0.2056,
"shown": 37432
},
{
"tau": 0.77,
"min_support": 5,
"precision": 0.9267,
"coverage": 0.2677,
"keystrokes_saved": 0.1577,
"shown": 28998
},
{
"tau": 0.78,
"min_support": 0,
"precision": 0.9261,
"coverage": 0.3402,
"keystrokes_saved": 0.2026,
"shown": 36859
},
{
"tau": 0.78,
"min_support": 2,
"precision": 0.9261,
"coverage": 0.3402,
"keystrokes_saved": 0.2026,
"shown": 36854
},
{
"tau": 0.78,
"min_support": 5,
"precision": 0.9293,
"coverage": 0.2636,
"keystrokes_saved": 0.1555,
"shown": 28562
},
{
"tau": 0.79,
"min_support": 0,
"precision": 0.9303,
"coverage": 0.3338,
"keystrokes_saved": 0.1996,
"shown": 36164
},
{
"tau": 0.79,
"min_support": 2,
"precision": 0.9304,
"coverage": 0.3338,
"keystrokes_saved": 0.1995,
"shown": 36159
},
{
"tau": 0.79,
"min_support": 5,
"precision": 0.9333,
"coverage": 0.2586,
"keystrokes_saved": 0.1532,
"shown": 28013
},
{
"tau": 0.8,
"min_support": 0,
"precision": 0.9334,
"coverage": 0.3274,
"keystrokes_saved": 0.196,
"shown": 35464
},
{
"tau": 0.8,
"min_support": 2,
"precision": 0.9334,
"coverage": 0.3273,
"keystrokes_saved": 0.196,
"shown": 35460
},
{
"tau": 0.8,
"min_support": 5,
"precision": 0.9351,
"coverage": 0.2537,
"keystrokes_saved": 0.1505,
"shown": 27489
},
{
"tau": 0.81,
"min_support": 0,
"precision": 0.9365,
"coverage": 0.3222,
"keystrokes_saved": 0.1934,
"shown": 34908
},
{
"tau": 0.81,
"min_support": 2,
"precision": 0.9366,
"coverage": 0.3222,
"keystrokes_saved": 0.1934,
"shown": 34904
},
{
"tau": 0.81,
"min_support": 5,
"precision": 0.938,
"coverage": 0.2499,
"keystrokes_saved": 0.1486,
"shown": 27074
},
{
"tau": 0.82,
"min_support": 0,
"precision": 0.9392,
"coverage": 0.3171,
"keystrokes_saved": 0.1906,
"shown": 34351
},
{
"tau": 0.82,
"min_support": 2,
"precision": 0.9393,
"coverage": 0.317,
"keystrokes_saved": 0.1906,
"shown": 34347
},
{
"tau": 0.82,
"min_support": 5,
"precision": 0.9408,
"coverage": 0.246,
"keystrokes_saved": 0.1463,
"shown": 26645
},
{
"tau": 0.83,
"min_support": 0,
"precision": 0.943,
"coverage": 0.3113,
"keystrokes_saved": 0.1874,
"shown": 33723
},
{
"tau": 0.83,
"min_support": 2,
"precision": 0.9431,
"coverage": 0.3112,
"keystrokes_saved": 0.1874,
"shown": 33719
},
{
"tau": 0.83,
"min_support": 5,
"precision": 0.9447,
"coverage": 0.2416,
"keystrokes_saved": 0.1441,
"shown": 26179
},
{
"tau": 0.84,
"min_support": 0,
"precision": 0.9467,
"coverage": 0.3055,
"keystrokes_saved": 0.1841,
"shown": 33096
},
{
"tau": 0.84,
"min_support": 2,
"precision": 0.9468,
"coverage": 0.3055,
"keystrokes_saved": 0.1841,
"shown": 33092
},
{
"tau": 0.84,
"min_support": 5,
"precision": 0.9479,
"coverage": 0.2373,
"keystrokes_saved": 0.1416,
"shown": 25703
},
{
"tau": 0.85,
"min_support": 0,
"precision": 0.9495,
"coverage": 0.3,
"keystrokes_saved": 0.1812,
"shown": 32502
},
{
"tau": 0.85,
"min_support": 2,
"precision": 0.9496,
"coverage": 0.3,
"keystrokes_saved": 0.1812,
"shown": 32498
},
{
"tau": 0.85,
"min_support": 5,
"precision": 0.9505,
"coverage": 0.2331,
"keystrokes_saved": 0.1394,
"shown": 25257
},
{
"tau": 0.86,
"min_support": 0,
"precision": 0.9524,
"coverage": 0.2936,
"keystrokes_saved": 0.1766,
"shown": 31803
},
{
"tau": 0.86,
"min_support": 2,
"precision": 0.9525,
"coverage": 0.2935,
"keystrokes_saved": 0.1766,
"shown": 31799
},
{
"tau": 0.86,
"min_support": 5,
"precision": 0.9533,
"coverage": 0.2284,
"keystrokes_saved": 0.1358,
"shown": 24743
},
{
"tau": 0.87,
"min_support": 0,
"precision": 0.9557,
"coverage": 0.2866,
"keystrokes_saved": 0.1724,
"shown": 31044
},
{
"tau": 0.87,
"min_support": 2,
"precision": 0.9557,
"coverage": 0.2865,
"keystrokes_saved": 0.1724,
"shown": 31040
},
{
"tau": 0.87,
"min_support": 5,
"precision": 0.9566,
"coverage": 0.2232,
"keystrokes_saved": 0.1326,
"shown": 24176
},
{
"tau": 0.88,
"min_support": 0,
"precision": 0.9585,
"coverage": 0.2795,
"keystrokes_saved": 0.168,
"shown": 30279
},
{
"tau": 0.88,
"min_support": 2,
"precision": 0.9586,
"coverage": 0.2795,
"keystrokes_saved": 0.168,
"shown": 30275
},
{
"tau": 0.88,
"min_support": 5,
"precision": 0.9597,
"coverage": 0.2177,
"keystrokes_saved": 0.1293,
"shown": 23585
},
{
"tau": 0.89,
"min_support": 0,
"precision": 0.9614,
"coverage": 0.2716,
"keystrokes_saved": 0.1638,
"shown": 29419
},
{
"tau": 0.89,
"min_support": 2,
"precision": 0.9614,
"coverage": 0.2715,
"keystrokes_saved": 0.1638,
"shown": 29415
},
{
"tau": 0.89,
"min_support": 5,
"precision": 0.9621,
"coverage": 0.2119,
"keystrokes_saved": 0.1264,
"shown": 22954
},
{
"tau": 0.9,
"min_support": 0,
"precision": 0.9646,
"coverage": 0.2631,
"keystrokes_saved": 0.1578,
"shown": 28508
},
{
"tau": 0.9,
"min_support": 2,
"precision": 0.9646,
"coverage": 0.2631,
"keystrokes_saved": 0.1578,
"shown": 28505
},
{
"tau": 0.9,
"min_support": 5,
"precision": 0.9654,
"coverage": 0.2056,
"keystrokes_saved": 0.1219,
"shown": 22277
},
{
"tau": 0.91,
"min_support": 0,
"precision": 0.9674,
"coverage": 0.2545,
"keystrokes_saved": 0.1525,
"shown": 27575
},
{
"tau": 0.91,
"min_support": 2,
"precision": 0.9674,
"coverage": 0.2545,
"keystrokes_saved": 0.1525,
"shown": 27573
},
{
"tau": 0.91,
"min_support": 5,
"precision": 0.9681,
"coverage": 0.1991,
"keystrokes_saved": 0.1179,
"shown": 21565
},
{
"tau": 0.92,
"min_support": 0,
"precision": 0.9699,
"coverage": 0.2451,
"keystrokes_saved": 0.1471,
"shown": 26556
},
{
"tau": 0.92,
"min_support": 2,
"precision": 0.9699,
"coverage": 0.2451,
"keystrokes_saved": 0.1471,
"shown": 26554
},
{
"tau": 0.92,
"min_support": 5,
"precision": 0.9706,
"coverage": 0.1916,
"keystrokes_saved": 0.1138,
"shown": 20757
},
{
"tau": 0.93,
"min_support": 0,
"precision": 0.9721,
"coverage": 0.235,
"keystrokes_saved": 0.1403,
"shown": 25456
},
{
"tau": 0.93,
"min_support": 2,
"precision": 0.9721,
"coverage": 0.235,
"keystrokes_saved": 0.1403,
"shown": 25455
},
{
"tau": 0.93,
"min_support": 5,
"precision": 0.9729,
"coverage": 0.184,
"keystrokes_saved": 0.1086,
"shown": 19931
},
{
"tau": 0.94,
"min_support": 0,
"precision": 0.9746,
"coverage": 0.2217,
"keystrokes_saved": 0.1329,
"shown": 24016
},
{
"tau": 0.94,
"min_support": 2,
"precision": 0.9746,
"coverage": 0.2217,
"keystrokes_saved": 0.1329,
"shown": 24015
},
{
"tau": 0.94,
"min_support": 5,
"precision": 0.9753,
"coverage": 0.1735,
"keystrokes_saved": 0.1029,
"shown": 18798
},
{
"tau": 0.95,
"min_support": 0,
"precision": 0.9774,
"coverage": 0.2066,
"keystrokes_saved": 0.1235,
"shown": 22387
},
{
"tau": 0.95,
"min_support": 2,
"precision": 0.9774,
"coverage": 0.2066,
"keystrokes_saved": 0.1235,
"shown": 22386
},
{
"tau": 0.95,
"min_support": 5,
"precision": 0.9781,
"coverage": 0.1618,
"keystrokes_saved": 0.0956,
"shown": 17530
}
]
}