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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163471  56.255%  (99.303% of non-spam corpus)
# Correctly spam:      84549  29.096%  (67.118% of spam corpus)
# False positives:      1147  0.395%  (0.697% of nonspam,  55272 weighted)
# False negatives:     41422  14.254%  (32.882% of spam, 100556 weighted)
# Average score for spam:  7.7    nonspam: -0.2
# Average for false-pos:   6.3  false-neg: 2.4
# TOTAL:              290589  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20589  99.32%
# Correctly spam:      10558  66.76%
# False positives:       140  0.68%
# False negatives:      5257  33.24%
# TCR(l=50): 1.290283  SpamRecall: 66.759%  SpamPrec: 98.691%

##### 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: 163904  99.57%
# Correctly spam:      32708  25.96%
# False positives:       714  0.43%
# False negatives:     93263  74.04%
# TCR(l=50): 0.976800  SpamRecall: 25.965%  SpamPrec: 97.864%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20632  99.53%
# Correctly spam:       4100  25.92%
# False positives:        97  0.47%
# False negatives:     11715  74.08%
# TCR(l=50): 0.954724  SpamRecall: 25.925%  SpamPrec: 97.689%