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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 200806  26.564%  (96.964% of non-spam corpus)
# Correctly spam:     125584  16.613%  (22.881% of spam corpus)
# False positives:      6288  0.832%  (3.036% of nonspam, 498809 weighted)
# False negatives:    423266  55.992%  (77.119% of spam, 958733 weighted)
# Average score for spam:  3.7    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              755944  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25111  96.85%
# Correctly spam:      15791  23.03%
# False positives:       817  3.15%
# False negatives:     52783  76.97%
# TCR(l=50): 0.732370  SpamRecall: 23.028%  SpamPrec: 95.081%

##### 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: 201020  97.07%
# Correctly spam:      89133  16.24%
# False positives:      6074  2.93%
# False negatives:    459717  83.76%
# TCR(l=50): 0.718939  SpamRecall: 16.240%  SpamPrec: 93.620%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25165  97.06%
# Correctly spam:      11167  16.28%
# False positives:       763  2.94%
# False negatives:     57407  83.72%
# TCR(l=50): 0.717624  SpamRecall: 16.285%  SpamPrec: 93.604%