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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176592  29.629%  (98.119% of non-spam corpus)
# Correctly spam:     374143  62.775%  (89.932% of spam corpus)
# False positives:      3385  0.568%  (1.881% of nonspam, 256719 weighted)
# False negatives:     41884  7.027%  (10.068% of spam, 119717 weighted)
# Average score for spam:  16.0    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.9
# TOTAL:              596004  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22146  98.03%
# Correctly spam:      46742  90.20%
# False positives:       445  1.97%
# False negatives:      5078  9.80%
# TCR(l=50): 1.896224  SpamRecall: 90.201%  SpamPrec: 99.057%

##### 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: 178317  99.08%
# Correctly spam:     171198  41.15%
# False positives:      1660  0.92%
# False negatives:    244829  58.85%
# TCR(l=50): 1.269037  SpamRecall: 41.151%  SpamPrec: 99.040%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22380  99.07%
# Correctly spam:      21362  41.22%
# False positives:       211  0.93%
# False negatives:     30458  58.78%
# TCR(l=50): 1.263656  SpamRecall: 41.223%  SpamPrec: 99.022%