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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 893082  36.550%  (99.606% of non-spam corpus)
# Correctly spam:     474334  19.412%  (30.665% of spam corpus)
# False positives:      3537  0.145%  (0.394% of nonspam, 177141 weighted)
# False negatives:    1072494  43.893%  (69.335% of spam, 2320350 weighted)
# Average score for spam:  4.2    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              2443447  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 111473  99.59%
# Correctly spam:      59070  30.57%
# False positives:       464  0.41%
# False negatives:    134129  69.43%
# TCR(l=50): 1.227994  SpamRecall: 30.575%  SpamPrec: 99.221%

##### 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: 884954  98.70%
# Correctly spam:     350327  22.65%
# False positives:     11665  1.30%
# False negatives:    1196501  77.35%
# TCR(l=50): 0.869126  SpamRecall: 22.648%  SpamPrec: 96.778%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 110485  98.70%
# Correctly spam:      43553  22.54%
# False positives:      1452  1.30%
# False negatives:    149646  77.46%
# TCR(l=50): 0.869302  SpamRecall: 22.543%  SpamPrec: 96.774%