classification_report.csv

,precision,recall,f1-score,support
Akashiwo,0.9839344262295082,0.9845800524934383,0.984257133486389,3048.0
Alexandrium,0.8623853211009175,0.9485368314833501,0.9034118212397886,991.0
Amylax_Gonyaulax_Protoceratium,0.9492753623188406,0.9424460431654677,0.9458483754512635,139.0
Asterionellopsis,0.9869646182495344,0.9724770642201835,0.9796672828096118,545.0
Asterionellopsis_chain,1.0,0.9512195121951219,0.975,41.0
Asteromphalus,0.8548387096774194,0.6272189349112426,0.7235494880546075,169.0
Bad_Beads,0.9607843137254902,0.6901408450704225,0.8032786885245902,71.0
Bad_blurred,0.8244575936883629,0.8874734607218684,0.8548057259713702,471.0
Bad_mixed_phyto,0.9060240963855422,0.8703703703703703,0.8878394332939787,432.0
Bad_setae,0.9526686807653575,0.900952380952381,0.9260890846793931,2100.0
Centric,0.867296918767507,0.8256666666666667,0.8459699453551912,3000.0
Centric_fuzzy,0.9707536557930259,0.8612774451097804,0.9127445795875199,1002.0
Ceratium_divaricatum,0.9333333333333333,0.9180327868852459,0.9256198347107438,183.0
Ceratium_furca,0.9739276703111859,0.9546578730420445,0.9641965029142381,1213.0
Ceratium_lineatum,0.9576446280991735,0.9778481012658228,0.9676409185803758,948.0
Chaetoceros,0.9246442432082794,0.953,0.9386080105055811,3000.0
Ciliate_cutoff,0.922077922077922,0.79182156133829,0.852,269.0
Ciliate_large,0.9538461538461539,0.9253731343283582,0.9393939393939394,67.0
Ciliate_large_2,0.9506172839506173,0.9166666666666666,0.9333333333333333,84.0
Ciliate_other_morpho_1,0.9653979238754326,0.84375,0.900484131253362,992.0
Clusterflagellate_morpho_1,0.9805238415043653,0.9844908968307485,0.9825033647375505,1483.0
Clusterflagellate_morpho_2,0.9877300613496932,0.9415204678362573,0.9640718562874252,171.0
Corethron,1.0,0.9841269841269841,0.992,63.0
Cryptophyte,0.9435528500276702,0.9798850574712644,0.9613758105441218,1740.0
Cylindrotheca_Nitzschia,0.893523600439078,0.96047197640118,0.9257890247369918,1695.0
Detonula_Cerataulina_Lauderia,0.8522247482949009,0.8746666666666667,0.8632998848494818,3000.0
Detritus,0.9809606231068801,0.9784203711696159,0.9796888504753674,2317.0
Detritus_infection,0.9475758770201025,0.9860541427399507,0.9664321608040201,2438.0
Dictyocha,0.9963319578175149,0.99496336996337,0.9956471935853379,2184.0
Dinoflagellate_morpho_1,0.7985125084516566,0.8241451500348919,0.8111263736263736,1433.0
Dinoflagellate_morpho_2,0.9071400702301989,0.9412955465587044,0.9239022451818001,2470.0
Dinoflagellate_morpho_3,0.625,0.75,0.6818181818181818,40.0
Dinophysis,0.9846526655896607,0.993480032599837,0.9890466531440162,1227.0
Ditylum,0.9516129032258065,0.944,0.9477911646586346,125.0
Entomoneis,0.9608006672226855,0.9913941480206541,0.9758576874205845,1162.0
Eucampia,0.9702258726899384,0.945,0.9574468085106383,3000.0
Euglenoid,0.9862719862719863,0.953941908713693,0.9698375870069605,2410.0
Flagellate_morpho_1,0.9424412834932187,0.9496666666666667,0.946040179312635,3000.0
Flagellate_morpho_2,0.84,0.6774193548387096,0.75,62.0
Flagellate_morpho_3,0.9721242060691602,0.9183333333333333,0.9444634898868701,3000.0
Flagellate_nano_1,0.8882978723404256,0.893048128342246,0.8906666666666667,187.0
Flagellate_nano_2,0.9927360774818402,0.9624413145539906,0.9773539928486293,426.0
Fragilariopsis,0.9509025270758122,0.878,0.912998266897747,3000.0
Guinardia_Dactyliosolen,0.8515901060070671,0.8860294117647058,0.8684684684684685,544.0
Gymnodinium,0.7918263090676884,0.850480109739369,0.8201058201058201,729.0
Gyrodinium,0.9383561643835616,0.9319727891156463,0.9351535836177475,147.0
Gyrosigma,0.9294117647058824,0.9186046511627907,0.9239766081871345,86.0
Haptophyte_prymnesium,0.7619047619047619,0.32653061224489793,0.45714285714285713,49.0
Hemiaulus,0.8,0.7272727272727273,0.7619047619047619,33.0
Hemiselmis,0.9644385907145209,0.9763333333333334,0.9703495113466953,3000.0
Heterocapsa_morpho_1,0.816793893129771,0.6948051948051948,0.7508771929824561,154.0
Heterocapsa_morpho_2,0.9275668073136427,0.9172461752433936,0.9223776223776223,1438.0
Heterosigma_akashiwo,1.0,0.9992307692307693,0.9996152366294728,1300.0
Laboea,0.9606741573033708,0.9884393063583815,0.9743589743589743,173.0
Leptocylindrus,0.9578947368421052,0.9567757009345794,0.9573348918760959,856.0
Lingulodinium,0.918918918918919,0.8947368421052632,0.9066666666666666,38.0
Margalefidinium,0.9805194805194806,0.9563333333333334,0.968275396557543,3000.0
Mesodinium,0.9539078156312625,0.9585179218687072,0.9562073121735637,2483.0
Nano_cluster,0.952513966480447,0.9827089337175793,0.9673758865248226,347.0
Nano_p_white,0.9411559888579387,0.970208183776023,0.9554612937433722,2786.0
Pennate_med,0.8663697104677061,0.9076666666666666,0.8865375223832004,3000.0
Pennate_morpho_1,0.9230769230769231,0.9375,0.9302325581395349,64.0
Pennate_short,0.8640776699029126,0.777292576419214,0.8183908045977012,458.0
Pennate_wide,0.9682539682539683,0.8356164383561644,0.8970588235294118,73.0
Peridinium,0.8304167992363983,0.87,0.8497476802865049,3000.0
Phaeocystis,0.9540229885057471,0.9021739130434783,0.9273743016759777,92.0
Pleurosigma,0.9289940828402367,0.8532608695652174,0.8895184135977338,184.0
Polykrikos,0.8813559322033898,0.8524590163934426,0.8666666666666667,122.0
Proboscia,1.0,0.984375,0.9921259842519685,64.0
Prorocentrum_narrow,0.981619937694704,0.9810087173100872,0.981314232326378,3212.0
Prorocentrum_wide,0.9893723015609432,0.993,0.991182831475628,3000.0
Pseudo-nitzschia,0.9001547987616099,0.9773109243697479,0.9371474617244158,1190.0
Pyramimonas,1.0,0.9795918367346939,0.9896907216494846,147.0
Rhizosolenia,0.9807692307692307,0.9357798165137615,0.9577464788732394,218.0
Scrippsiella,0.8831325301204819,0.826381059751973,0.8538147932440303,1774.0
Skeleonema,0.9862542955326461,0.9930795847750865,0.9896551724137931,289.0
Skeletonema,0.9431818181818182,0.9764705882352941,0.9595375722543352,170.0
Spiky_pacman_circular,0.9485498108448928,0.9495077000757385,0.9490285137522079,3961.0
Stombidinium_morpho_1,0.9649805447470817,0.9358490566037736,0.9501915708812261,265.0
Strombidium_morpho_2,0.9074933687002652,0.972636815920398,0.9389365351629503,2814.0
Thalassionema,0.9897959183673469,0.9831081081081081,0.9864406779661017,592.0
Thalassiosira,0.9297534616683553,0.9176666666666666,0.9236705250796846,3000.0
Tiarina,0.9946524064171123,0.9841269841269841,0.9893617021276596,189.0
Tintinnid,0.9375,0.9090909090909091,0.9230769230769231,33.0
Tontonia,0.9576271186440678,0.9262295081967213,0.9416666666666667,244.0
Torodinium,0.957345971563981,0.957345971563981,0.957345971563981,211.0
Tropidoneis,1.0,0.9736842105263158,0.9866666666666667,38.0
Unknown_morpho_1,0.9419354838709677,0.9449838187702265,0.9434571890145396,309.0
Vicicitus,0.9171974522292994,0.8888888888888888,0.9028213166144201,324.0
accuracy,0.9357566093820745,0.9357566093820745,0.9357566093820745,0.9357566093820745
macro avg,0.9306671128207721,0.9091301897801766,0.9177410565671057,101598.0
weighted avg,0.9364833769144936,0.9357566093820745,0.9355939356677413,101598.0