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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 146322  14.494%  (93.732% of non-spam corpus)
# Correctly spam:     582842  57.735%  (68.296% of spam corpus)
# False positives:      9785  0.969%  (6.268% of nonspam, 1637451 weighted)
# False negatives:    270563  26.801%  (31.704% of spam, 624368 weighted)
# Average score for spam:  6.7    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              1009512  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18369  93.57%
# Correctly spam:      73338  68.90%
# False positives:      1262  6.43%
# False negatives:     33103  31.10%
# TCR(l=50): 1.106421  SpamRecall: 68.900%  SpamPrec: 98.308%

##### 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: 147699  94.61%
# Correctly spam:      67889  7.96%
# False positives:      8408  5.39%
# False negatives:    785516  92.04%
# TCR(l=50): 0.707682  SpamRecall: 7.955%  SpamPrec: 88.980%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18526  94.37%
# Correctly spam:       8538  8.02%
# False positives:      1105  5.63%
# False negatives:     97903  91.98%
# TCR(l=50): 0.694998  SpamRecall: 8.021%  SpamPrec: 88.541%