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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 280681  47.867%  (99.554% of non-spam corpus)
# Correctly spam:     227086  38.727%  (74.591% of spam corpus)
# False positives:      1258  0.215%  (0.446% of nonspam,  87725 weighted)
# False negatives:     77355  13.192%  (25.409% of spam, 170639 weighted)
# Average score for spam:  9.8    nonspam: -0.6
# Average for false-pos:   6.5  false-neg: 2.2
# TOTAL:              586380  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35120  99.59%
# Correctly spam:      28253  74.37%
# False positives:       144  0.41%
# False negatives:      9739  25.63%
# TCR(l=50): 2.242871  SpamRecall: 74.366%  SpamPrec: 99.493%

##### 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: 278920  98.93%
# Correctly spam:     124138  40.78%
# False positives:      3019  1.07%
# False negatives:    180303  59.22%
# TCR(l=50): 0.919059  SpamRecall: 40.776%  SpamPrec: 97.626%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34865  98.87%
# Correctly spam:      15590  41.03%
# False positives:       399  1.13%
# False negatives:     22402  58.97%
# TCR(l=50): 0.897053  SpamRecall: 41.035%  SpamPrec: 97.505%