UCSCPhytoViT83 / TrainingResults /classification_report.csv
Patrick Daniel
Changed model weight
986b17c
,precision,recall,f1-score,support
Akashiwo,0.980405181002989,0.9846564376250834,0.982526210683974,2998.0
Alexandrium,0.9723279142165341,0.9686423156443832,0.9704816157431383,2902.0
Amylax_Gonyaulax_Protoceratium,0.9872340425531915,0.9830508474576272,0.9851380042462845,236.0
Asterionellopsis,0.9828767123287672,0.9795221843003413,0.9811965811965812,586.0
Asteromphalus,0.990487514863258,0.9881376037959668,0.9893111638954869,843.0
Bad_setae,0.9815809669992326,0.9696739954510993,0.9755911517925248,1319.0
Centric,0.8861334264757248,0.848778855804617,0.867053998632946,2989.0
Ceratium_divaricatum,0.9948253557567918,0.9709595959595959,0.9827476038338658,792.0
Ceratium_furca,0.9622021364009861,0.9661716171617162,0.9641827912721285,1212.0
Ceratium_lineatum,0.975991649269311,0.9862869198312236,0.9811122770199371,1896.0
Chaetoceros,0.9445366987711724,0.948,0.9462651805024123,3000.0
Ciliate_large,0.9583333333333334,0.9745762711864406,0.9663865546218487,118.0
Ciliate_large_2,0.9590909090909091,0.9678899082568807,0.9634703196347032,218.0
Ciliate_other_morpho_1,0.9155778894472362,0.9183467741935484,0.9169602415702064,992.0
Clusterflagellate_morpho_1,0.9945392491467577,0.9824679703304113,0.9884667571234735,1483.0
Clusterflagellate_morpho_2,0.9927338782924614,0.9963536918869644,0.9945404913557779,1097.0
Corethron,0.9988888888888889,0.9977802441731409,0.9983342587451416,901.0
Cryptophyte,0.9519774011299436,0.9683908045977011,0.9601139601139601,1740.0
Cylindrotheca,0.9252591380250955,0.9691428571428572,0.9466927156014513,1750.0
Detonula_Cerataulina_Lauderia,0.8408656906429026,0.8806666666666667,0.8603060892217519,3000.0
Detritus,0.9719745222929936,0.9879154078549849,0.9798801369863014,2317.0
Detritus_infection,0.9967172753385309,0.9963084495488105,0.9965128205128205,2438.0
Dictyocha,0.9977053694355209,0.9954212454212454,0.9965619986247994,2184.0
Dinoflagellate_cyst,1.0,1.0,1.0,17.0
Dinoflagellate_morpho_1,0.9509803921568627,0.9847715736040609,0.9675810473815462,394.0
Dinoflagellate_morpho_2,0.9325301204819277,0.940080971659919,0.9362903225806452,2470.0
Dinophysis,0.9869706840390879,0.9885807504078303,0.9877750611246944,1226.0
Ditylum,0.9946188340807175,0.9964061096136568,0.9955116696588869,1113.0
Entomoneis,0.9726261762189906,0.9784853700516352,0.9755469755469756,1162.0
Eucampia,0.9771528998242531,0.9266666666666666,0.951240376390077,3000.0
Euglenoid,0.9724080267558528,0.9651452282157676,0.9687630154102457,2410.0
Flagellate_morpho_1,0.9661528150134048,0.9613204401467156,0.9637305699481865,2999.0
Flagellate_morpho_2,0.9422110552763819,0.974025974025974,0.9578544061302682,385.0
Flagellate_morpho_3,0.9512594046450769,0.9693333333333334,0.9602113257388146,3000.0
Flagellate_nano_1,0.9568181818181818,0.9813519813519813,0.9689298043728424,429.0
Flagellate_nano_2,0.9881235154394299,0.9788235294117648,0.983451536643026,425.0
Fragilariopsis,0.9000638569604087,0.9396666666666667,0.9194390084801044,3000.0
Guinardia_Dactyliosolen,0.8068181818181818,0.9136029411764706,0.8568965517241379,544.0
Gymnodinium,0.8307475317348378,0.8674521354933726,0.8487031700288185,679.0
Gyrodinium,0.9886039886039886,0.9914285714285714,0.9900142653352354,1050.0
Gyrosigma,0.946236559139785,0.946236559139785,0.946236559139785,93.0
Haptophyte_prymnesium,0.6226415094339622,0.673469387755102,0.6470588235294118,49.0
Hemiaulus,0.9032258064516129,0.9032258064516129,0.9032258064516129,155.0
Hemiselmis,0.9508623494956069,0.974,0.9622921126296723,3000.0
Heterocapsa_long,0.9587628865979382,0.8942307692307693,0.9253731343283582,104.0
Heterocapsa_rotundata,0.964509394572025,0.8842105263157894,0.9226160758861708,1045.0
Heterocapsa_triquetra,0.8035714285714286,0.656934306569343,0.7228915662650602,137.0
Heterosigma_akashiwo,1.0,0.9984767707539984,0.9992378048780488,1313.0
Laboea,0.990521327014218,0.9874015748031496,0.9889589905362776,635.0
Leptocylindrus,0.9655581947743468,0.9497663551401869,0.9575971731448764,856.0
Margalefidinium,0.973141172617098,0.9753775443204202,0.9742580750942778,3046.0
Mesodinium,0.958299919807538,0.9629331184528606,0.9606109324758842,2482.0
Nano_cluster,0.9829545454545454,0.9971181556195965,0.9899856938483548,347.0
Nano_p_white,0.9822976878612717,0.9759511844938981,0.9791141519625495,2786.0
Noctiluca,1.0,0.9655172413793104,0.9824561403508771,29.0
Odontella,1.0,1.0,1.0,30.0
Pennate,0.9093315684976837,0.8646947765890497,0.8864516129032258,3178.0
Pennate_Tropidoneis,0.8372093023255814,0.7422680412371134,0.7868852459016393,97.0
Pennate_Unknown,0.8412698412698413,0.828125,0.8346456692913385,64.0
Pennate_small,0.8433734939759037,0.8641975308641975,0.8536585365853658,405.0
Peridinium,0.9684351914036265,0.9690860215053764,0.9687604971447766,1488.0
Phaeocystis,0.9945017182130584,0.9979310344827587,0.9962134251290877,1450.0
Pleurosigma,0.9913793103448276,0.9631490787269682,0.9770603228547153,597.0
Polykrikos,0.9970986460348162,0.9951737451737451,0.996135265700483,1036.0
Proboscia,0.9925925925925926,0.9852941176470589,0.988929889298893,136.0
Prorocentrum_narrow,0.981951871657754,0.981951871657754,0.981951871657754,2992.0
Prorocentrum_wide,0.9888930025916327,0.9914625092798812,0.9901760889712697,2694.0
Pseudo-nitzschia,0.9563239308462238,0.9776744186046512,0.9668813247470102,1075.0
Pyramimonas,1.0,0.9823788546255506,0.9911111111111112,227.0
Rhizosolenia,0.9960079840319361,0.9842209072978304,0.9900793650793651,507.0
Scrippsiella,0.9605882352941176,0.9310148232611174,0.9455703532136653,1754.0
Skeletonema,0.9863201094391245,0.9931129476584022,0.9897048730267674,1452.0
Spiky_pacman,0.9610719322990127,0.9589079650999156,0.9599887292194984,3553.0
Stombidinium_morpho_1,0.9198473282442748,0.909433962264151,0.9146110056925996,265.0
Strombidinum_morpho_2,0.9663988312636961,0.9406327763953075,0.9533417402269861,2813.0
Thalassionema,0.9898819561551433,0.9915540540540541,0.9907172995780591,592.0
Thalassiosira,0.9242724867724867,0.9316666666666666,0.9279548472775564,3000.0
Tiarina,0.9978425026968716,0.9967672413793104,0.9973045822102425,928.0
Tontonia,0.9541666666666667,0.9385245901639344,0.9462809917355371,244.0
Torodinium,0.9947916666666666,0.9904926534140017,0.992637505413599,1157.0
Tropidoneis,1.0,0.9935691318327974,0.9967741935483871,311.0
Vicicitus,0.9432835820895522,0.9546827794561934,0.948948948948949,331.0
haptophyte_ucynA_host,1.0,0.9985315712187959,0.9992652461425422,2043.0
accuracy,0.9586620159198641,0.9586620159198641,0.9586620159198641,0.9586620159198641
macro avg,0.9539731005028264,0.9516582081750373,0.9525268146091286,111810.0
weighted avg,0.9589479239303622,0.9586620159198641,0.9586524856941908,111810.0