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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 141629  28.935%  (97.873% of non-spam corpus)
# Correctly spam:     178659  36.501%  (51.822% of spam corpus)
# False positives:      3078  0.629%  (2.127% of nonspam, 218965 weighted)
# False negatives:    166099  33.935%  (48.178% of spam, 564106 weighted)
# Average score for spam:  6.2    nonspam: 1.0
# Average for false-pos:   6.0  false-neg: 3.4
# TOTAL:              489465  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17744  97.76%
# Correctly spam:      22345  52.00%
# False positives:       407  2.24%
# False negatives:     20627  48.00%
# TCR(l=50): 1.048686  SpamRecall: 51.999%  SpamPrec: 98.211%

##### 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: 141673  97.90%
# Correctly spam:     138277  40.11%
# False positives:      3034  2.10%
# False negatives:    206481  59.89%
# TCR(l=50): 0.962525  SpamRecall: 40.108%  SpamPrec: 97.853%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17761  97.85%
# Correctly spam:      17263  40.17%
# False positives:       390  2.15%
# False negatives:     25709  59.83%
# TCR(l=50): 0.950519  SpamRecall: 40.173%  SpamPrec: 97.791%