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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 387785  37.687%  (99.847% of non-spam corpus)
# Correctly spam:     581057  56.470%  (90.706% of spam corpus)
# False positives:       594  0.058%  (0.153% of nonspam,  87659 weighted)
# False negatives:     59538  5.786%  (9.294% of spam, 110505 weighted)
# Average score for spam:  14.7    nonspam: -2.1
# Average for false-pos:   8.9  false-neg: 1.9
# TOTAL:              1028974  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:      72612  90.83%
# False positives:       105  0.22%
# False negatives:      7334  9.17%
# TCR(l=50): 6.352988  SpamRecall: 90.826%  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:     456263  71.22%
# False positives:      1902  0.49%
# False negatives:    184332  28.78%
# TCR(l=50): 2.292490  SpamRecall: 71.225%  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:      57227  71.58%
# False positives:       258  0.53%
# False negatives:     22719  28.42%
# TCR(l=50): 2.244476  SpamRecall: 71.582%  SpamPrec: 99.551%