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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 297921  47.176%  (95.734% of non-spam corpus)
# Correctly spam:     233485  36.972%  (72.892% of spam corpus)
# False positives:     13277  2.102%  (4.266% of nonspam, 1456054 weighted)
# False negatives:     86832  13.750%  (27.108% of spam, 233283 weighted)
# Average score for spam:  9.3    nonspam: 0.0
# Average for false-pos:   10.7  false-neg: 2.7
# TOTAL:              631515  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37104  95.58%
# Correctly spam:      29146  73.04%
# False positives:      1717  4.42%
# False negatives:     10758  26.96%
# TCR(l=50): 0.413051  SpamRecall: 73.040%  SpamPrec: 94.437%

##### 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: 303864  97.64%
# Correctly spam:      79571  24.84%
# False positives:      7334  2.36%
# False negatives:    240746  75.16%
# TCR(l=50): 0.527318  SpamRecall: 24.841%  SpamPrec: 91.561%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37873  97.56%
# Correctly spam:      10121  25.36%
# False positives:       948  2.44%
# False negatives:     29783  74.64%
# TCR(l=50): 0.517005  SpamRecall: 25.363%  SpamPrec: 91.436%