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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 279919  40.724%  (99.662% of non-spam corpus)
# Correctly spam:     259652  37.775%  (63.876% of spam corpus)
# False positives:       950  0.138%  (0.338% of nonspam,  42157 weighted)
# False negatives:    146839  21.363%  (36.124% of spam, 270769 weighted)
# Average score for spam:  10.5    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 1.8
# TOTAL:              687360  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35028  99.70%
# Correctly spam:      32173  63.47%
# False positives:       107  0.30%
# False negatives:     18514  36.53%
# TCR(l=50): 2.123994  SpamRecall: 63.474%  SpamPrec: 99.669%

##### 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: 270753  96.40%
# Correctly spam:     194806  47.92%
# False positives:     10116  3.60%
# False negatives:    211685  52.08%
# TCR(l=50): 0.566550  SpamRecall: 47.924%  SpamPrec: 95.063%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33837  96.31%
# Correctly spam:      24195  47.73%
# False positives:      1298  3.69%
# False negatives:     26492  52.27%
# TCR(l=50): 0.554611  SpamRecall: 47.734%  SpamPrec: 94.908%