22 lines
771 B
Plaintext
22 lines
771 B
Plaintext
App buffer generation
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App buffer not exists
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App buffer initialization
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(10477, 14327) (500, 14327) <class 'scipy.sparse.csr.csr_matrix'>
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Start evolving
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size of test dataset 11566 11566 500
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<type 'list'> <type 'list'> 500
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all models are aged 2859
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number of update 2069 2069
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Number of update with wrong pseudo labels 328
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Evolving Process Duration takes 6.56578230858 s
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All process takes 531.420182943 s
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evaluating predictions
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<type 'numpy.ndarray'> 11566
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all 11566 right 10524 n 5789 p: 5777 tn 5468 tp 5056 fn 721 fp 321
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model pool accuracy: 90.99 tpr: 87.52 fpr: 5.54
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500 500
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original test accuracy [0.8957288637757301, 0.9171710163354874, 0.9106000363826752, 0.9032509103417397, 0.9086979106068611]
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pool accuracy [90.99]
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pool fscore [90.66]
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pool precision [94.03]
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