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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 323369  56.696%  (96.011% of non-spam corpus)
# Correctly spam:      63577  11.147%  (27.222% of spam corpus)
# False positives:     13436  2.356%  (3.989% of nonspam, 279255 weighted)
# False negatives:    169969  29.801%  (72.778% of spam, 365650 weighted)
# Average score for spam:  4.0    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              570351  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40244  95.85%
# Correctly spam:       7875  26.92%
# False positives:      1743  4.15%
# False negatives:     21379  73.08%
# TCR(l=50): 0.269550  SpamRecall: 26.919%  SpamPrec: 81.878%

##### 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: 323883  96.16%
# Correctly spam:      44022  18.85%
# False positives:     12922  3.84%
# False negatives:    189524  81.15%
# TCR(l=50): 0.279487  SpamRecall: 18.849%  SpamPrec: 77.308%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40386  96.19%
# Correctly spam:       5479  18.73%
# False positives:      1601  3.81%
# False negatives:     23775  81.27%
# TCR(l=50): 0.281763  SpamRecall: 18.729%  SpamPrec: 77.387%