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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181706  51.502%  (96.632% of non-spam corpus)
# Correctly spam:     101832  28.863%  (61.801% of spam corpus)
# False positives:      6334  1.795%  (3.368% of nonspam, 167043 weighted)
# False negatives:     62941  17.840%  (38.199% of spam, 139181 weighted)
# Average score for spam:  9.0    nonspam: 1.4
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              352813  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22822  96.75%
# Correctly spam:      12353  59.54%
# False positives:       766  3.25%
# False negatives:      8396  40.46%
# TCR(l=50): 0.444342  SpamRecall: 59.535%  SpamPrec: 94.161%

##### 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: 182053  96.82%
# Correctly spam:      36630  22.23%
# False positives:      5987  3.18%
# False negatives:    128143  77.77%
# TCR(l=50): 0.385440  SpamRecall: 22.231%  SpamPrec: 85.952%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22868  96.95%
# Correctly spam:       4577  22.06%
# False positives:       720  3.05%
# False negatives:     16172  77.94%
# TCR(l=50): 0.397704  SpamRecall: 22.059%  SpamPrec: 86.407%