in reply to Re^3: how to use Algorithm::NaiveBayes module
in thread how to use Algorithm::NaiveBayes module
#!/usr/bin/perl use warnings; use Algorithm::NaiveBayes; my $pos_file = '/Users/Agnes/Documents/positive.TXT'; my $neg_file = '/Users/Agnes/Documents/negative.txt'; my $neu_file = '/Users/Agnes/Documents/neutral.txt'; my $categorizer = Algorithm::NaiveBayes->new; my $fh; open($fh,"<",$pos_file) or die "Could not open $pos_file: $!"; while (my $sentence = <$fh>) { chomp $sentence; my @words = split(' ',$sentence); my %positive; $positive{$_}++ for @words; $categorizer->add_instance( attributes => \%positive, label => 'positive'); } close($fh); open($fh,"<",$neg_file) or die "Could not open $neg_file: $!"; while (my $sentence = <$fh>) { chomp $sentence; my @words = split(' ',$sentence); my %negative; $negative{$_}++ for @words; $categorizer->add_instance( attributes => \%negative, label => 'negative'); } close($fh); open($fh,"<",$neu_file) or die "Could not open $neg_file: $!"; while (my $sentence = <$fh>) { chomp $sentence; my @words = split(' ',$sentence); my %neutral; $neutral{$_}++ for @words; $categorizer->add_instance( attributes => \%neutral, label => 'neutral'); } close($fh); $categorizer->train; my $sentence_file = '/Users/Agnes/Documents/process_sentence.txt'; open($fh,"<",$sentence_file) or die "Could not open $sentence_file: $! +"; while (my $sentence = <$fh>) { chomp $sentence; my @words = split(' ',$sentence); my %test; $test{$_}++ for @words; my $probability = $categorizer->predict(attributes => \%test); if ( $probs->{positive} > 0.33 ) { print "%positive\n"; } if ( $probs->{negative} > 0.33 ) { print "%negative\n"; } if ( $probs->{neutral} > 0.33 ) { print "%neutral\n"; } } close($fh);
my positive.txt is like this:
we believ exist cash cash equiv short-term investments, togeth fund generat operations, suffici meet oper requirements, regular quarter dividends, debt.
expen will reduc cut travel expenditures, reduc spend vendor cont staff, reduc market spending, scale back capit.
revenu relat window vista no subject similar deferr no signif undeliv elements.
but when I run this program, the mistakes shows
Use of uninitialized value in numeric gt (>) at calculation.pl line 60, <$fh> line 1.
Use of uninitialized value in numeric gt (>) at calculation.pl line 63, <$fh> line 1.
Use of uninitialized value in numeric gt (>) at calculation.pl line 66, <$fh> line 1.
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Re^5: how to use Algorithm::NaiveBayes module
by tangent (Parson) on Apr 24, 2014 at 19:45 UTC | |
by agnes (Novice) on Apr 25, 2014 at 04:56 UTC | |
by tangent (Parson) on Apr 25, 2014 at 18:05 UTC | |
by agnes (Novice) on Apr 26, 2014 at 01:13 UTC | |
by tangent (Parson) on Apr 26, 2014 at 12:51 UTC | |
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