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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177076  40.749%  (94.928% of non-spam corpus)
# Correctly spam:     124902  28.743%  (50.361% of spam corpus)
# False positives:      9462  2.177%  (5.072% of nonspam, 385678 weighted)
# False negatives:    123111  28.331%  (49.639% of spam, 190201 weighted)
# Average score for spam:  19.2    nonspam: 1.0
# Average for false-pos:   6.1  false-neg: 1.5
# TOTAL:              434551  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22122  94.47%
# Correctly spam:      15783  51.00%
# False positives:      1296  5.53%
# False negatives:     15166  49.00%
# TCR(l=50): 0.387027  SpamRecall: 50.997%  SpamPrec: 92.412%

##### 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: 176745  94.75%
# Correctly spam:     106055  42.76%
# False positives:      9793  5.25%
# False negatives:    141958  57.24%
# TCR(l=50): 0.392669  SpamRecall: 42.762%  SpamPrec: 91.547%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22156  94.61%
# Correctly spam:      13347  43.13%
# False positives:      1262  5.39%
# False negatives:     17602  56.87%
# TCR(l=50): 0.383497  SpamRecall: 43.126%  SpamPrec: 91.361%