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Task 2 complete

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Jonas Weinz 2018-05-22 16:40:46 +02:00
parent 952aa6b676
commit d5d1c34aa4
2 changed files with 1253 additions and 59 deletions
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Jonas_Solutions/Task_02_JonasWeinz.ipynb
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@prefix dct: <http://purl.org/dc/terms/> .
@prefix mexalgo: <http://mex.aksw.org/mex-algo#> .
@prefix mexcore: <http://mex.aksw.org/mex-core#> .
@prefix mexperf: <http://mex.aksw.org/mex-perf#> .
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix this: <http://mex.aksw.org/examples/> .
@prefix xml: <http://www.w3.org/XML/1998/namespace> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
this:measure1 a mexcore:PerformanceMeasure ;
mexperf:accuracy "0.8478535353535354"^^xsd:float ;
mexperf:precision "0.8225446428571429"^^xsd:float ;
mexperf:recall "0.8998778998778999"^^xsd:float ;
prov:wasGeneratedBy this:conf1 .
this:measure2 a mexcore:PerformanceMeasure ;
mexperf:accuracy "0.5776805251641138"^^xsd:float ;
mexperf:precision "0.5369458128078818"^^xsd:float ;
mexperf:recall "0.5240384615384616"^^xsd:float ;
prov:wasGeneratedBy this:conf2 .
this:measure3a a mexcore:PerformanceMeasure ;
mexperf:accuracy "0.5391414141414141"^^xsd:float ;
mexperf:precision "0.5341130604288499"^^xsd:float ;
mexperf:recall "0.3581699346405229"^^xsd:float ;
prov:wasGeneratedBy this:conf3a .
this:measure3b a mexcore:PerformanceMeasure ;
mexperf:accuracy "0.5142231947483589"^^xsd:float ;
mexperf:precision "0.25"^^xsd:float ;
mexperf:recall "0.03365384615384615"^^xsd:float ;
prov:wasGeneratedBy this:conf3b .
this:measure4 a mexcore:PerformanceMeasure ;
mexperf:accuracy "0.7714856762158561"^^xsd:float ;
mexperf:precision "0.7680865449628127"^^xsd:float ;
mexperf:recall "0.7680865449628127"^^xsd:float ;
prov:wasGeneratedBy this:conf4 .
this:conf1 a mexcore:ExperimentConfiguration ;
rdfs:label "configuration 1" ;
prov:used this:ds1,
this:modela ;
prov:wasStartedBy this:jonas_weinz_task_2 .
this:conf2 a mexcore:ExperimentConfiguration ;
rdfs:label "configuration 2" ;
prov:used this:ds2,
this:modelb ;
prov:wasStartedBy this:jonas_weinz_task_2 .
this:conf3a a mexcore:ExperimentConfiguration ;
rdfs:label "configuration 3a" ;
prov:used this:ds1,
this:modelb ;
prov:wasStartedBy this:jonas_weinz_task_2 .
this:conf3b a mexcore:ExperimentConfiguration ;
rdfs:label "configuration 3b" ;
prov:used this:ds2,
this:modela ;
prov:wasStartedBy this:jonas_weinz_task_2 .
this:conf4 a mexcore:ExperimentConfiguration ;
rdfs:label "configuration 4" ;
prov:used this:ds3,
this:modelc ;
prov:wasStartedBy this:jonas_weinz_task_2 .
this:ds3 a mexcore:dataset ;
rdfs:label "Dataset03" .
this:modelc a mexalgo:Algorithm ;
rdfs:label "model c" ;
dct:identifier "MLPClassifier" .
this:ds1 a mexcore:dataset ;
rdfs:label "Dataset01" .
this:ds2 a mexcore:dataset ;
rdfs:label "Dataset02" .
this:modela a mexalgo:Algorithm ;
rdfs:label "model a" ;
dct:identifier "RandomForestClassifier" .
this:modelb a mexalgo:Algorithm ;
rdfs:label "model b" ;
dct:identifier "MLPClassifier" .
this:jonas_weinz_task_2 a mexcore:Experiment .