added Metrics Reports Directory

Implementation/app-files/MetricsReports/Naive Bayes.csv

@@ -0,0 +1,27 @@
+,precision,recall,f1-score,support
+back,1.0,0.9851851851851852,0.9925373134328358,405.0
+buffer_overflow,0.013245033112582781,0.4,0.02564102564102564,5.0
+ftp_write,0.0,0.0,0.0,0.0
+guess_passwd,0.0703125,1.0,0.13138686131386862,9.0
+imap,0.0,0.0,0.0,3.0
+ipsweep,0.15206035983749275,1.0,0.2639798488664987,262.0
+land,0.0,0.0,0.0,5.0
+loadmodule,0.0,0.0,0.0,1.0
+multihop,0.0,0.0,0.0,0.0
+neptune,0.9717299963463646,0.9992955100507233,0.9853199962952671,21292.0
+nmap,0.005956320317670417,0.18,0.011531069827033953,50.0
+normal,0.9927352705945082,0.7681794739556472,0.8661394429260918,19390.0
+perl,0.0,0.0,0.0,1.0
+phf,0.0,0.0,0.0,0.0
+pod,0.2904761904761905,1.0,0.45018450184501846,61.0
+portsweep,0.09803921568627451,0.09433962264150944,0.09615384615384615,212.0
+rootkit,0.0,0.0,0.0,3.0
+satan,0.9963636363636363,0.791907514450867,0.8824476650563606,346.0
+smurf,0.999893411024853,0.9989883213233467,0.9994406612626849,56342.0
+spy,0.0,0.0,0.0,0.0
+teardrop,0.13123359580052493,0.22935779816513763,0.1669449081803005,218.0
+warezclient,0.15966386554621848,0.09693877551020408,0.12063492063492064,196.0
+warezmaster,0.23076923076923078,1.0,0.375,3.0
+accuracy,0.9469758309380187,0.9469758309380187,0.9469758309380187,0.9469758309380187
+macro avg,0.2657599402554586,0.41496487831663564,0.2768409591928588,98804.0
+weighted avg,0.9834104260931308,0.9469758309380187,0.9612133786644981,98804.0

Implementation/app-files/MetricsReports/Neural Networks.csv

@@ -0,0 +1,23 @@
+,precision,recall,f1-score,support
+back,1.0,0.9037037037037037,0.9494163424124513,405.0
+buffer_overflow,0.0,0.0,0.0,5.0
+guess_passwd,0.0,0.0,0.0,9.0
+imap,0.0,0.0,0.0,3.0
+ipsweep,0.907258064516129,0.8587786259541985,0.8823529411764707,262.0
+land,0.0,0.0,0.0,5.0
+loadmodule,0.0,0.0,0.0,1.0
+neptune,0.997889404812157,0.9992485440541048,0.9985685119564452,21292.0
+nmap,0.0,0.0,0.0,50.0
+normal,0.9865590024020033,0.9955647240845796,0.9910414046256127,19390.0
+perl,0.0,0.0,0.0,1.0
+pod,0.0,0.0,0.0,61.0
+portsweep,0.6182432432432432,0.8632075471698113,0.7204724409448818,212.0
+rootkit,0.0,0.0,0.0,3.0
+satan,0.9829351535836177,0.8323699421965318,0.9014084507042254,346.0
+smurf,0.9996451383960255,0.9999645025025735,0.9998047949459636,56342.0
+teardrop,0.6749226006191951,1.0,0.8059149722735675,218.0
+warezclient,0.42857142857142855,0.04591836734693878,0.08294930875576038,196.0
+warezmaster,0.0,0.0,0.0,3.0
+accuracy,0.9939779766001376,0.9939779766001376,0.9939779766001376,0.9939779766001376
+macro avg,0.3997907387444105,0.3946713661585496,0.38589100883133576,98804.0
+weighted avg,0.9923023817040796,0.9939779766001376,0.9926832967114063,98804.0

Implementation/app-files/MetricsReports/Random Forest.csv

@@ -0,0 +1,23 @@
+,precision,recall,f1-score,support
+back,1.0,0.9728395061728395,0.9862327909887358,405.0
+buffer_overflow,0.0,0.0,0.0,5.0
+guess_passwd,0.0,0.0,0.0,9.0
+imap,0.0,0.0,0.0,3.0
+ipsweep,1.0,0.8244274809160306,0.9037656903765691,262.0
+land,0.0,0.0,0.0,5.0
+loadmodule,0.0,0.0,0.0,1.0
+neptune,0.9991084416498522,1.0,0.9995540220172288,21292.0
+nmap,1.0,0.34,0.5074626865671642,50.0
+normal,0.9657817402998456,1.0,0.9825930524235438,19390.0
+perl,0.0,0.0,0.0,1.0
+pod,1.0,0.26229508196721313,0.41558441558441556,61.0
+portsweep,1.0,0.6320754716981132,0.7745664739884393,212.0
+rootkit,0.0,0.0,0.0,3.0
+satan,0.9966329966329966,0.8554913294797688,0.9206842923794712,346.0
+smurf,1.0,0.9995562812821696,0.9997780914085869,56342.0
+teardrop,1.0,0.11467889908256881,0.205761316872428,218.0
+warezclient,0.0,0.0,0.0,196.0
+warezmaster,0.0,0.0,0.0,3.0
+accuracy,0.9928444192542812,0.9928444192542812,0.9928444192542812,0.9928444192542812
+macro avg,0.5242906936096156,0.3684928447683528,0.4050517280319254,98804.0
+weighted avg,0.9907934891386753,0.9928444192542812,0.9906383977274309,98804.0