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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 708348  52.714%  (99.593% of non-spam corpus)
# Correctly spam:     475372  35.377%  (75.157% of spam corpus)
# False positives:      2892  0.215%  (0.407% of nonspam,  76124 weighted)
# False negatives:    157135  11.694%  (24.843% of spam, 382187 weighted)
# Average score for spam:  10.8    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              1343747  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  88329  99.53%
# Correctly spam:      59339  75.17%
# False positives:       419  0.47%
# False negatives:     19601  24.83%
# TCR(l=50): 1.946684  SpamRecall: 75.170%  SpamPrec: 99.299%

##### 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: 695788  97.83%
# Correctly spam:     237234  37.51%
# False positives:     15452  2.17%
# False negatives:    395273  62.49%
# TCR(l=50): 0.541589  SpamRecall: 37.507%  SpamPrec: 93.885%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  86778  97.78%
# Correctly spam:      29797  37.75%
# False positives:      1970  2.22%
# False negatives:     49143  62.25%
# TCR(l=50): 0.534668  SpamRecall: 37.746%  SpamPrec: 93.799%