##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 239203  37.154%  (98.528% of non-spam corpus)
# Correctly spam:     343289  53.321%  (85.600% of spam corpus)
# False positives:      3574  0.555%  (1.472% of nonspam, 666637 weighted)
# False negatives:     57751  8.970%  (14.400% of spam, 135333 weighted)
# Average score for spam:  10.5    nonspam: -1.1
# Average for false-pos:   11.3  false-neg: 2.3
# TOTAL:              643817  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29967  98.67%
# Correctly spam:      42941  85.86%
# False positives:       405  1.33%
# False negatives:      7074  14.14%
# TCR(l=50): 1.830442  SpamRecall: 85.856%  SpamPrec: 99.066%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 240528  99.07%
# Correctly spam:     153902  38.38%
# False positives:      2249  0.93%
# False negatives:    247138  61.62%
# TCR(l=50): 1.115276  SpamRecall: 38.376%  SpamPrec: 98.560%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30121  99.17%
# Correctly spam:      19267  38.52%
# False positives:       251  0.83%
# False negatives:     30748  61.48%
# TCR(l=50): 1.155134  SpamRecall: 38.522%  SpamPrec: 98.714%