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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 565854  35.424%  (99.887% of non-spam corpus)
# Correctly spam:     959734  60.082%  (93.099% of spam corpus)
# False positives:       639  0.040%  (0.113% of nonspam,  75949 weighted)
# False negatives:     71138  4.453%  (6.901% of spam, 137947 weighted)
# Average score for spam:  17.3    nonspam: -2.3
# Average for false-pos:   6.5  false-neg: 1.9
# TOTAL:              1597365  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70642  99.88%
# Correctly spam:     119715  93.04%
# False positives:        83  0.12%
# False negatives:      8950  6.96%
# TCR(l=50): 9.821756  SpamRecall: 93.044%  SpamPrec: 99.931%

##### 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: 564448  99.64%
# Correctly spam:     780525  75.72%
# False positives:      2045  0.36%
# False negatives:    250347  24.28%
# TCR(l=50): 2.923655  SpamRecall: 75.715%  SpamPrec: 99.739%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70505  99.69%
# Correctly spam:      97159  75.51%
# False positives:       220  0.31%
# False negatives:     31506  24.49%
# TCR(l=50): 3.026984  SpamRecall: 75.513%  SpamPrec: 99.774%