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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 778250  44.733%  (99.620% of non-spam corpus)
# Correctly spam:     809387  46.523%  (84.440% of spam corpus)
# False positives:      2966  0.170%  (0.380% of nonspam, 109150 weighted)
# False negatives:    149152  8.573%  (15.560% of spam, 347960 weighted)
# Average score for spam:  12.6    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              1739755  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  96700  99.31%
# Correctly spam:     102444  85.58%
# False positives:       675  0.69%
# False negatives:     17264  14.42%
# TCR(l=50): 2.346572  SpamRecall: 85.578%  SpamPrec: 99.345%

##### 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: 766025  98.06%
# Correctly spam:     571060  59.58%
# False positives:     15191  1.94%
# False negatives:    387479  40.42%
# TCR(l=50): 0.835671  SpamRecall: 59.576%  SpamPrec: 97.409%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  95393  97.96%
# Correctly spam:      71515  59.74%
# False positives:      1982  2.04%
# False negatives:     48193  40.26%
# TCR(l=50): 0.812720  SpamRecall: 59.741%  SpamPrec: 97.303%