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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171830  45.325%  (97.608% of non-spam corpus)
# Correctly spam:     126665  33.411%  (62.376% of spam corpus)
# False positives:      4211  1.111%  (2.392% of nonspam, 150739 weighted)
# False negatives:     76402  20.153%  (37.624% of spam, 196548 weighted)
# Average score for spam:  9.6    nonspam: 0.6
# Average for false-pos:   6.2  false-neg: 2.6
# TOTAL:              379108  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21569  97.47%
# Correctly spam:      16016  63.06%
# False positives:       559  2.53%
# False negatives:      9382  36.94%
# TCR(l=50): 0.680328  SpamRecall: 63.060%  SpamPrec: 96.627%

##### 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: 172991  98.27%
# Correctly spam:      71021  34.97%
# False positives:      3050  1.73%
# False negatives:    132046  65.03%
# TCR(l=50): 0.713653  SpamRecall: 34.974%  SpamPrec: 95.882%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21730  98.20%
# Correctly spam:       8898  35.03%
# False positives:       398  1.80%
# False negatives:     16500  64.97%
# TCR(l=50): 0.697747  SpamRecall: 35.034%  SpamPrec: 95.719%