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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 172704  28.009%  (99.552% of non-spam corpus)
# Correctly spam:     261688  42.440%  (59.056% of spam corpus)
# False positives:       778  0.126%  (0.448% of nonspam, 122842 weighted)
# False negatives:    181433  29.425%  (40.944% of spam, 426500 weighted)
# Average score for spam:  6.9    nonspam: -0.4
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              616603  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21707  99.57%
# Correctly spam:      32682  59.18%
# False positives:        94  0.43%
# False negatives:     22544  40.82%
# TCR(l=50): 2.027089  SpamRecall: 59.179%  SpamPrec: 99.713%

##### 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: 173054  99.75%
# Correctly spam:      96506  21.78%
# False positives:       428  0.25%
# False negatives:    346615  78.22%
# TCR(l=50): 1.204084  SpamRecall: 21.779%  SpamPrec: 99.558%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21761  99.82%
# Correctly spam:      11976  21.69%
# False positives:        40  0.18%
# False negatives:     43250  78.31%
# TCR(l=50): 1.220464  SpamRecall: 21.685%  SpamPrec: 99.667%