Adding Lab2.
This commit is contained in:
Executable
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# Material privado del instructor
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No compartir test_200_balanceado.csv. Tiene 200 ejemplos exactamente balanceados, 100 por clase, para la evaluación final.
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{
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"split": {
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"train": 800,
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"dev": 200,
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"clase_1_train": 200,
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"clase_1_dev": 50
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},
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"candidatos": [
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{
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"arquitectura": {
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"tipo": "mlp",
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"entrada": 4,
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"ocultas": [
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32,
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16
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]
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},
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"costo_dev": 41,
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"umbral_dev": 0.4049999999999999,
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"accuracy_dev": 0.895,
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"precision_dev": 0.7377049180327869,
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"recall_dev": 0.9,
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"f1_dev": 0.8108108108108109
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},
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{
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"arquitectura": {
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"tipo": "mlp_residual_bn",
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"entrada": 4,
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"ancho": 32
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},
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"costo_dev": 48,
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"umbral_dev": 0.05,
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"accuracy_dev": 0.84,
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"precision_dev": 0.6216216216216216,
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"recall_dev": 0.92,
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"f1_dev": 0.7419354838709677
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}
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],
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"mejor": {
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"arquitectura": {
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"tipo": "mlp",
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"entrada": 4,
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"ocultas": [
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32,
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16
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]
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},
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"costo_dev": 41,
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"umbral_dev": 0.4049999999999999,
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"accuracy_dev": 0.895,
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"precision_dev": 0.7377049180327869,
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"recall_dev": 0.9,
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"f1_dev": 0.8108108108108109
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},
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"evaluacion_privada": {
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"tp": 85,
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"fp": 13,
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"fn": 15,
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"tn": 87,
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"accuracy": 0.86,
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"precision": 0.8673469387755102,
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"recall": 0.85,
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"especificidad": 0.87,
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"f1": 0.8585858585858585
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}
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}
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+201
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id,x1,x2,x3,x4,etiqueta
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test_0005,1.34148897,1.01976166,-1.83249406,1.26312340,1
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test_0006,-0.60382765,-0.42498739,1.22335123,-0.31705208,0
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test_0007,0.18621612,0.41779976,-2.14357433,-2.17898694,1
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test_0008,2.11219013,2.16090114,1.16426707,-1.84287756,0
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test_0009,0.82408644,-2.18348522,1.39197130,-2.01817722,1
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test_0012,2.11852923,-2.36071958,0.70308976,0.18373273,1
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test_0015,1.62452182,-2.19005084,0.44618990,0.99007682,1
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test_0045,2.25388348,-1.64404019,-1.91145566,2.42391413,1
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test_0046,2.16611394,-1.48313696,-0.36738261,0.64232959,1
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test_0059,2.49857886,-0.04437076,0.61949553,-0.03382795,0
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test_0060,0.83732642,-0.48623062,-1.97966632,1.30435953,1
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test_0061,1.55460215,2.32672323,1.74610970,0.74218193,1
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test_0062,1.78819140,0.59594612,0.85060473,-1.91082888,0
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test_0064,2.38806503,-1.08699012,1.60109508,-2.40569650,0
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test_0065,0.59316658,-0.16780638,-0.67948597,-1.07304932,0
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test_0067,2.03343004,1.96296342,-1.12705154,-0.79836152,1
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test_0068,1.63543612,0.90086255,2.10038823,0.27145194,0
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test_0069,2.30425516,-1.42251118,1.03950495,2.12923819,0
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test_0070,-1.90434601,-0.56559933,-0.68051150,-2.04794981,0
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||||
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|
||||
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||||
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||||
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||||
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|
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||||
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|
||||
test_0173,-0.98214541,-1.32743540,-2.29362761,1.57875279,1
|
||||
test_0174,0.95545335,-2.22974060,-0.17911193,2.19598009,1
|
||||
test_0175,0.88527144,1.16625925,2.09386271,0.18397893,0
|
||||
test_0176,-0.52440010,1.11472336,-2.45654324,2.36389928,0
|
||||
test_0177,-0.47091838,0.03147500,-1.06883465,-2.23172693,0
|
||||
test_0178,-1.44209585,-1.66102789,-1.04403717,0.04743861,1
|
||||
test_0179,-0.75338703,-1.66413783,-1.88477911,2.18903776,1
|
||||
test_0180,2.10103457,1.07289588,-1.27030198,-0.40487401,1
|
||||
test_0181,0.85153441,0.20044776,1.87882761,1.74996884,0
|
||||
test_0182,1.75927453,-1.75921244,1.74975537,-0.82601372,1
|
||||
test_0183,2.49907267,-2.44099830,-1.21443559,2.05344654,1
|
||||
test_0184,1.40000807,2.32155007,2.41148559,1.03830643,1
|
||||
test_0185,-1.89305872,-1.04720188,-1.47374211,-0.70848786,1
|
||||
test_0186,-2.37957805,-1.78963287,2.27290346,0.88734310,0
|
||||
test_0187,-0.78091976,1.02549252,1.76628950,-2.37799837,0
|
||||
test_0188,-0.86625762,-0.30128846,-0.89844486,-2.14972633,0
|
||||
test_0189,-1.82915165,0.61862172,2.16940618,0.20235168,0
|
||||
test_0190,-1.26064826,2.18851343,-0.29151919,-0.06185392,1
|
||||
test_0191,-1.85280012,1.44904159,-2.10045311,-0.62109544,1
|
||||
test_0192,-1.60477761,-1.74361636,-1.80323793,0.82332343,1
|
||||
test_0193,0.42713831,1.06727749,0.37919761,1.44867722,1
|
||||
test_0194,-1.32165112,-1.19786516,-1.98078520,-1.33092447,1
|
||||
test_0195,0.66067093,-0.59922476,0.22879934,1.94027287,0
|
||||
test_0196,0.04861905,0.88783688,0.61098210,-0.92653606,0
|
||||
test_0197,1.77209903,0.06586325,0.17907839,1.02733614,1
|
||||
test_0198,-0.92283097,-1.48616370,2.14012563,0.18272875,0
|
||||
test_0199,0.43965858,2.04316190,-2.22104418,0.74529927,1
|
||||
test_0200,1.31857489,-0.44833159,-1.31362535,0.75549619,1
|
||||
|
Reference in New Issue
Block a user