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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158522  21.168%  (97.987% of non-spam corpus)
# Correctly spam:     553213  73.871%  (94.227% of spam corpus)
# False positives:      3256  0.435%  (2.013% of nonspam, 366324 weighted)
# False negatives:     33895  4.526%  (5.773% of spam,  83476 weighted)
# Average score for spam:  11.2    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              748886  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19914  97.62%
# Correctly spam:      69030  94.21%
# False positives:       485  2.38%
# False negatives:      4240  5.79%
# TCR(l=50): 2.571780  SpamRecall: 94.213%  SpamPrec: 99.302%

##### 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: 158065  97.70%
# Correctly spam:     135536  23.09%
# False positives:      3713  2.30%
# False negatives:    451572  76.91%
# TCR(l=50): 0.921356  SpamRecall: 23.085%  SpamPrec: 97.334%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19918  97.64%
# Correctly spam:      16935  23.11%
# False positives:       481  2.36%
# False negatives:     56335  76.89%
# TCR(l=50): 0.911488  SpamRecall: 23.113%  SpamPrec: 97.238%