Add pre-trained model for Snips
[src/snips-model-agl.git] / model / probabilistic_intent_parser / intent_classifier / intent_classifier.json
diff --git a/model/probabilistic_intent_parser/intent_classifier/intent_classifier.json b/model/probabilistic_intent_parser/intent_classifier/intent_classifier.json
new file mode 100644 (file)
index 0000000..99b9b43
--- /dev/null
@@ -0,0 +1,487 @@
+{
+  "coeffs": [
+    [
+      -0.1944949449301576,
+      -0.1709338192954452,
+      -0.14643812047639607,
+      -0.19155332343920425,
+      -0.26203322806132484,
+      -0.06998595404922413,
+      -0.04616537127036657,
+      -0.09593063108159781,
+      0.2670801970940651,
+      -0.7298972094796787,
+      1.1659021913188135,
+      1.7720959799070886,
+      1.9152793569447697,
+      -1.4696163121979995,
+      0.844395355117868,
+      0.5986654133092939,
+      1.3286721862827426,
+      0.4202051337048011,
+      1.8605029993612292,
+      0.4864392153709908,
+      -0.1850026065080545,
+      0.8315065579668949,
+      -0.4071500143626975,
+      -0.6911096635942332,
+      0.33280464670368676,
+      0.6895857907703777,
+      -0.33975347056860383,
+      -0.03409610336971599,
+      -0.1830205262812737,
+      -0.18959221713492214,
+      0.8863962066067318,
+      0.06351256100095176,
+      -1.9265904348973653,
+      0.4031686676411473,
+      0.20750138598813397,
+      -0.11880557452018371,
+      -0.551474327699674,
+      2.8802191640954495,
+      1.3603631129630487,
+      -0.7488685456543981,
+      -0.887369753407331,
+      1.2416104378407142,
+      -0.6426741128019834,
+      6.090534677887493,
+      2.051176967856325,
+      0.04897224563640065,
+      -0.5042980260523056,
+      -0.29850146748587314,
+      -0.2065434866677535,
+      -0.04002489365435418,
+      0.5406886147155344,
+      -0.15356240192823065,
+      0.25376821068531363,
+      -0.30572033754692146,
+      1.7562240056899052,
+      0.15126443772552664,
+      1.6638008729301035,
+      -0.07372959362232727,
+      2.932710325008,
+      1.4239481274944663,
+      -0.46789548560291827,
+      0.31995310111072084,
+      -1.3492128438591617,
+      -0.12568501546613994,
+      -0.06998595404922413,
+      1.7679849531700071,
+      -0.21155141956582602,
+      -0.3088181546815536,
+      0.956077467622598,
+      -1.9114985317889572,
+      1.229239065917747,
+      0.9249469840479404,
+      -0.3498944896366811,
+      0.6503093350916289,
+      0.85981654702734,
+      0.5197910668573862,
+      -0.46524667806075454,
+      0.375233322684959,
+      0.7205348268191379,
+      -0.09593063108159781,
+      -0.7997164507929231,
+      -0.026335878116654075,
+      -0.5427886279639856,
+      0.2551556850123977,
+      -0.40450344187720044,
+      0.708709387300732,
+      -2.1052525890518363,
+      4.7731182137937385,
+      0.3827988890934132,
+      -1.6931132062614114,
+      -1.8036556963730381,
+      -0.2804552388335083,
+      -0.1652470817695098,
+      0.44514380577026275,
+      -0.9185652404792951,
+      0.3255194621979477,
+      -0.07372959362232727,
+      0.020183885272701797,
+      -0.05895361676374134,
+      -1.000175188982346,
+      1.1758401718339109,
+      0.9496473146457145,
+      -2.8253317944196823,
+      0.9097819033258351,
+      -0.13074043514374561,
+      -0.1416950074360412,
+      1.6868101184990176,
+      -0.3008520671626627
+    ],
+    [
+      0.39070411072369365,
+      -0.2103151585229938,
+      0.7988194021633298,
+      -0.1752420388174099,
+      0.5359507584882811,
+      0.7428763997929889,
+      0.158855764775961,
+      0.2233411968906852,
+      -0.07370269321628466,
+      -1.8353538915479386,
+      -0.24029799505652064,
+      -0.28662267645598494,
+      -0.3595115590220648,
+      -1.4249662264232048,
+      0.11414120061471919,
+      0.6253185197288007,
+      -0.2993603475100838,
+      0.6557637418838415,
+      0.3557014021981265,
+      -0.15358862121789965,
+      0.3548887422294314,
+      -0.15059374956989222,
+      1.5206949602597781,
+      2.6928307913975673,
+      0.08170193267068891,
+      -0.14869989550318333,
+      0.4508426407687237,
+      0.1707324925480857,
+      0.8886483462270193,
+      -0.340606576471467,
+      -0.38710229891410747,
+      0.44320048583521526,
+      7.196444715206654,
+      -0.2916192200060449,
+      0.21640722331701634,
+      0.45040301271625116,
+      0.9377763049112277,
+      0.8755178498002804,
+      0.8196061708389681,
+      1.5703298809444148,
+      0.042469682467589566,
+      0.2521622290502533,
+      2.2729408186528097,
+      -1.700989160194387,
+      -0.4170959874909554,
+      0.2167315857669742,
+      0.7867573286977338,
+      0.21162593666759807,
+      -0.17343424391911377,
+      0.14752130265412475,
+      -0.8154556074367001,
+      0.35069944086042243,
+      -1.324150568310463,
+      -0.6866034300206799,
+      -0.2935693407558982,
+      -1.0602676540273166,
+      -0.008528396235158536,
+      -0.07722958177613383,
+      0.017356583477958265,
+      -0.321385951211114,
+      -0.23155135203451066,
+      0.5110182231127964,
+      0.06205537096880271,
+      0.3442555505181098,
+      0.7428763997929889,
+      -0.22909500623352944,
+      -0.16504042772830033,
+      0.3303233868986131,
+      -0.3757524399605448,
+      -2.014770165348239,
+      -1.1481428689082491,
+      -0.31018813997890854,
+      0.9788137882293648,
+      -0.35081262993291046,
+      -0.6948026076004692,
+      -0.14819138439352864,
+      -0.16781881301697193,
+      0.6394955144239772,
+      -0.13242339035433284,
+      0.2233411968906852,
+      -0.18916092326450623,
+      0.30974673539675396,
+      1.2905678974554733,
+      0.8320047276962229,
+      -0.11020113224991683,
+      -0.18016743766145368,
+      -1.448445553920027,
+      -1.4810766380709515,
+      -0.25049837150446247,
+      5.344480236722493,
+      -1.7977164071838685,
+      1.2292488846986476,
+      0.8556173004283408,
+      -0.36730614081727125,
+      -0.26733833583392214,
+      0.1641989880763703,
+      -0.07722958177613383,
+      -0.06562764593404344,
+      0.24183362545327178,
+      -0.08261514995386539,
+      0.18092959776267203,
+      -0.28158672716472694,
+      -1.7142914600779355,
+      0.1503396968334292,
+      0.8915786935223018,
+      0.827469912009148,
+      -0.4147546405943871,
+      -0.5545769283716919
+    ],
+    [
+      -0.17325949904557789,
+      0.8469931420801717,
+      -0.17291345747016895,
+      0.7415838862619261,
+      0.4274229742431583,
+      -0.09169997501324818,
+      -0.03597382792706312,
+      -0.13192135575319,
+      -0.2232770261032077,
+      -0.5592833175250984,
+      0.5337511339882469,
+      -0.7015203611158959,
+      -0.8050378425269331,
+      -1.391476008727117,
+      -0.3735367392593157,
+      2.0229440028156285,
+      -0.4181439506999733,
+      -0.36284605476876275,
+      -0.4915128191910597,
+      -0.18772225278575058,
+      -0.1836211986385558,
+      -0.160170732625766,
+      -0.6051851028858776,
+      -1.0565838516982902,
+      0.5189958389469236,
+      -0.21433651619833852,
+      -0.023427702566669335,
+      -0.06225802709330549,
+      -0.2479768365131114,
+      0.6440642269943153,
+      0.2166100015163753,
+      0.5621214112752978,
+      -2.313937425413541,
+      -0.21383821821874424,
+      0.9835776683215183,
+      -0.2868222554936089,
+      -0.3627790090966197,
+      1.6715362856528764,
+      0.562618698865241,
+      0.5171144296225592,
+      -0.2875537588133474,
+      3.7650951394831975,
+      -0.8430120071606295,
+      -2.9135485020163494,
+      -0.7732932028803183,
+      0.5932157539375889,
+      -0.2654507724150584,
+      0.48514783195537947,
+      0.7791418129403005,
+      -0.04756567767655289,
+      -0.9235484068748897,
+      -0.09163744841391439,
+      -0.6668721180230781,
+      -0.06321633127931364,
+      -0.6917289046302094,
+      -0.1305307192739786,
+      -1.1611593110986207,
+      0.5263090658353216,
+      -1.4746064278386666,
+      0.9460179482446475,
+      2.4559982942328866,
+      0.47805946230351637,
+      1.1885114249751079,
+      -0.16691223659534524,
+      -0.09169997501324818,
+      -0.3949458468417482,
+      0.474115087649099,
+      1.25941806477877,
+      0.15775963405235455,
+      -1.8365325489417232,
+      1.928737362375423,
+      -0.3042033412226444,
+      -0.13268872031822843,
+      0.5825827594443002,
+      -0.7819548619354546,
+      -0.3715523694687792,
+      1.11683978664795,
+      0.6406233034386648,
+      0.8966843996933499,
+      -0.13192135575319,
+      0.0660616293488582,
+      1.3349408184184337,
+      -0.39160770131537814,
+      0.0035731969209047464,
+      1.2860627823141233,
+      -0.38361195906555495,
+      3.785997345890054,
+      -2.6370503870308153,
+      1.5173096973089502,
+      -1.7959354415295845,
+      -1.343767356940433,
+      -0.34777521277572043,
+      1.3770803738799031,
+      0.8465636489321146,
+      -0.18640547635945673,
+      -0.2589272346446866,
+      0.5263090658353216,
+      0.7753397260785132,
+      -0.08233430114481251,
+      -1.0755682097425807,
+      0.08747829557375957,
+      -0.40249375179638763,
+      6.545271985656959,
+      1.6846671518257648,
+      -0.3048123502498132,
+      -0.23150009268290092,
+      0.2660331927407965,
+      0.3908591521610277
+    ],
+    [
+      -0.08287008635301533,
+      -0.1707186300864661,
+      -0.12411651496367082,
+      -0.13270980721857845,
+      -0.2308574863622476,
+      -0.340776333289237,
+      -0.2799539501495442,
+      -0.09353490554395046,
+      -0.11003196602952028,
+      0.8370329970945711,
+      -0.9057550121088088,
+      -0.44699057472930825,
+      -0.5638365474312759,
+      1.5143809843780474,
+      -0.7058026613700651,
+      -1.5992446723775544,
+      -0.39548545877201235,
+      -0.5818138768809792,
+      -1.1918930105665881,
+      -0.20119295958315825,
+      -0.4106024666342698,
+      -0.6084017910626903,
+      -0.4053078456262127,
+      -1.2701652804160122,
+      -0.9082937192503221,
+      -0.41358650963042953,
+      -0.14507759075384705,
+      -0.25541322585710685,
+      -0.2834804666647943,
+      -0.35866596133820716,
+      -0.4883764320145827,
+      -0.7006698082266908,
+      -2.394669342089395,
+      -0.18631140125245332,
+      -0.8431834537195231,
+      -0.11298527662620045,
+      -0.46579176626926616,
+      -4.0614990005298495,
+      -3.2045951451142787,
+      -1.5108427566999016,
+      0.004582928152167648,
+      -3.9044112386784877,
+      -0.6588826838562699,
+      -2.3102211611673735,
+      -0.6601615139051208,
+      -0.5798142278897691,
+      -0.16935515654474664,
+      -0.2994100797642838,
+      -0.13545535197391778,
+      -0.28214898970349794,
+      0.07498510488180002,
+      -0.09906076894705139,
+      0.3030837833573295,
+      0.1750985085211981,
+      -0.549252376368689,
+      0.19508025476427163,
+      -0.680325815274731,
+      -0.441542891929835,
+      -1.1986281021735854,
+      -1.2750417431062337,
+      -1.3332940190069578,
+      -0.6893972025209948,
+      -0.1977405184178932,
+      -0.08290274818842105,
+      -0.340776333289237,
+      -0.7441344382438827,
+      -0.11203102845288844,
+      -0.7110498382506533,
+      -0.4371808188047473,
+      2.1062550992856974,
+      -1.2673967495828176,
+      -0.4547516653443288,
+      -0.07847727400663201,
+      -1.2025943363863212,
+      -0.18833967483902414,
+      -0.22494114094975098,
+      -0.496679271117596,
+      -0.9206374373470854,
+      -0.8795489026728613,
+      -0.09353490554395046,
+      0.2645294880545335,
+      -0.8676466201790525,
+      -0.5294129510334283,
+      -0.7650069149680953,
+      -0.20093881100566283,
+      -0.25427142474416814,
+      -0.5720789301099184,
+      -1.5271844756130357,
+      -0.5885493969076697,
+      -2.011108297941673,
+      1.2077089211008882,
+      -0.2762513025220224,
+      -0.7261332226437589,
+      -0.5449319964956103,
+      0.3749915728825021,
+      -0.2782562410203223,
+      -0.441542891929835,
+      -0.7834555744093303,
+      -0.14867935969258925,
+      0.7397541876426704,
+      -0.9776516885496953,
+      -0.22530286398490842,
+      -1.9790005442385892,
+      -0.9860056472866394,
+      -0.7413541914609503,
+      -0.18411241931805505,
+      -0.6485578833987582,
+      -0.25343404875508874
+    ]
+  ],
+  "config": {
+    "data_augmentation_config": {
+      "add_builtin_entities_examples": false,
+      "max_unknown_words": null,
+      "min_utterances": 20,
+      "noise_factor": 5,
+      "unknown_word_prob": 0.0,
+      "unknown_words_replacement_string": null
+    },
+    "featurizer_config": {
+      "added_cooccurrence_feature_ratio": 0.0,
+      "cooccurrence_vectorizer_config": {
+        "filter_stop_words": true,
+        "keep_order": true,
+        "unit_name": "cooccurrence_vectorizer",
+        "unknown_words_replacement_string": null,
+        "window_size": null
+      },
+      "pvalue_threshold": 0.4,
+      "tfidf_vectorizer_config": {
+        "unit_name": "tfidf_vectorizer",
+        "use_stemming": false,
+        "word_clusters_name": null
+      },
+      "unit_name": "featurizer"
+    },
+    "noise_reweight_factor": 1,
+    "unit_name": "log_reg_intent_classifier"
+  },
+  "featurizer": "featurizer",
+  "intent_list": [
+    "HVACFanSpeed",
+    "HVACTemperature",
+    "VolumeControl",
+    null
+  ],
+  "intercept": [
+    -2.0426926790934385,
+    -2.0967218978636635,
+    -2.263067120777316,
+    1.0460915926972372
+  ],
+  "t_": 7281.0
+}
\ No newline at end of file