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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152350  34.660%  (90.733% of non-spam corpus)
# Correctly spam:     146754  33.387%  (54.025% of spam corpus)
# False positives:     15560  3.540%  (9.267% of nonspam, 2466066 weighted)
# False negatives:    124889  28.413%  (45.975% of spam, 392750 weighted)
# Average score for spam:  6.2    nonspam: 1.0
# Average for false-pos:   9.8  false-neg: 3.1
# TOTAL:              439553  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19201  90.81%
# Correctly spam:      18471  54.39%
# False positives:      1942  9.19%
# False negatives:     15490  45.61%
# TCR(l=50): 0.301634  SpamRecall: 54.389%  SpamPrec: 90.486%

##### 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: 161719  96.31%
# Correctly spam:      31848  11.72%
# False positives:      6191  3.69%
# False negatives:    239795  88.28%
# TCR(l=50): 0.494485  SpamRecall: 11.724%  SpamPrec: 83.725%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20375  96.37%
# Correctly spam:       4063  11.96%
# False positives:       768  3.63%
# False negatives:     29898  88.04%
# TCR(l=50): 0.497247  SpamRecall: 11.964%  SpamPrec: 84.103%
