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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 186137  25.863%  (99.706% of non-spam corpus)
# Correctly spam:     157094  21.827%  (29.472% of spam corpus)
# False positives:       549  0.076%  (0.294% of nonspam,  94945 weighted)
# False negatives:    375927  52.233%  (70.528% of spam, 621050 weighted)
# Average score for spam:  4.4    nonspam: -0.1
# Average for false-pos:   6.1  false-neg: 1.7
# TOTAL:              719707  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23374  99.74%
# Correctly spam:      19637  29.50%
# False positives:        61  0.26%
# False negatives:     46939  70.50%
# TCR(l=50): 1.331813  SpamRecall: 29.496%  SpamPrec: 99.690%

##### 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: 186361  99.83%
# Correctly spam:      94985  17.82%
# False positives:       325  0.17%
# False negatives:    438036  82.18%
# TCR(l=50): 1.173316  SpamRecall: 17.820%  SpamPrec: 99.659%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23400  99.85%
# Correctly spam:      11883  17.85%
# False positives:        35  0.15%
# False negatives:     54693  82.15%
# TCR(l=50): 1.179526  SpamRecall: 17.849%  SpamPrec: 99.706%