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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 387791  37.689%  (99.849% of non-spam corpus)
# Correctly spam:     580996  56.467%  (90.705% of spam corpus)
# False positives:       588  0.057%  (0.151% of nonspam,  87166 weighted)
# False negatives:     59536  5.786%  (9.295% of spam, 110258 weighted)
# Average score for spam:  14.9    nonspam: -2.1
# Average for false-pos:   9.0  false-neg: 1.9
# TOTAL:              1028911  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48301  99.78%
# Correctly spam:      72650  90.88%
# False positives:       105  0.22%
# False negatives:      7288  9.12%
# TCR(l=50): 6.375658  SpamRecall: 90.883%  SpamPrec: 99.856%

##### 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: 386477  99.51%
# Correctly spam:     456325  71.24%
# False positives:      1902  0.49%
# False negatives:    184207  28.76%
# TCR(l=50): 2.293290  SpamRecall: 71.242%  SpamPrec: 99.585%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48148  99.47%
# Correctly spam:      57262  71.63%
# False positives:       258  0.53%
# False negatives:     22676  28.37%
# TCR(l=50): 2.246964  SpamRecall: 71.633%  SpamPrec: 99.551%