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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 216367  38.491%  (93.517% of non-spam corpus)
# Correctly spam:     255588  45.468%  (77.273% of spam corpus)
# False positives:     14999  2.668%  (6.483% of nonspam, 2121015 weighted)
# False negatives:     75171  13.373%  (22.727% of spam, 197839 weighted)
# Average score for spam:  8.5    nonspam: 0.4
# Average for false-pos:   9.9  false-neg: 2.6
# TOTAL:              562125  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27067  93.39%
# Correctly spam:      31888  77.34%
# False positives:      1916  6.61%
# False negatives:      9345  22.66%
# TCR(l=50): 0.392154  SpamRecall: 77.336%  SpamPrec: 94.332%

##### 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: 223981  96.81%
# Correctly spam:      80087  24.21%
# False positives:      7385  3.19%
# False negatives:    250672  75.79%
# TCR(l=50): 0.533549  SpamRecall: 24.213%  SpamPrec: 91.557%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28054  96.79%
# Correctly spam:       9962  24.16%
# False positives:       929  3.21%
# False negatives:     31271  75.84%
# TCR(l=50): 0.530526  SpamRecall: 24.160%  SpamPrec: 91.470%
