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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160472  27.701%  (99.201% of non-spam corpus)
# Correctly spam:     307754  53.125%  (73.708% of spam corpus)
# False positives:      1293  0.223%  (0.799% of nonspam, 215005 weighted)
# False negatives:    109780  18.950%  (26.292% of spam, 284471 weighted)
# Average score for spam:  17.0    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              579299  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20252  99.30%
# Correctly spam:      38494  73.99%
# False positives:       143  0.70%
# False negatives:     13534  26.01%
# TCR(l=50): 2.515374  SpamRecall: 73.987%  SpamPrec: 99.630%

##### 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: 160803  99.41%
# Correctly spam:     277465  66.45%
# False positives:       962  0.59%
# False negatives:    140069  33.55%
# TCR(l=50): 2.218931  SpamRecall: 66.453%  SpamPrec: 99.654%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20293  99.50%
# Correctly spam:      34602  66.51%
# False positives:       102  0.50%
# False negatives:     17426  33.49%
# TCR(l=50): 2.309687  SpamRecall: 66.506%  SpamPrec: 99.706%